spb/wp36_uqo

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

modified CLAIMS_LEDGER.csv +7 −4

		@@ -16,13 +16,13 @@ C-014,prices,"Surface: vs 1 y/10 000 km, price −14 % (1 y, 50k km), −27 % (3
16	16	C-015,prices,"H4: region effects jointly insignificant chi2(16)=14.9 p=0.53; premia −1.0 % (Lanaudière) to +3.7 % (Bas-Saint-Laurent); Outaouais +2.1 % p=0.14",computation,results/hedonic/region_premia_A4.csv; summary.json tests,verified,null result
17	17	C-016,prices,"In-sample RMSE 0.167 (A1) → 0.162 (A2) → 0.107 (A4 trim FE) → 0.091 (A5 dealer FE)",computation,results/hedonic/summary.json fits,verified,
18	18	C-017,dynamics,"First-markdown empirical hazard 0.7 %/day (days 1–3) → 1.1 % (day 7) → 1.4–1.5 % (weeks 2–4)",computation,results/hazards/empirical_hazard_first_markdown.csv,verified,
19		−C-018,dynamics,"H2: listing-age bins jointly significant chi2(8)=170 in cloglog B; coefficients rise 0.79 → 1.68",computation,results/hazards/cloglog_B_first_markdown.csv; summary.json,verified,
20		−C-019,dynamics,"Cox markdown (dealer-clustered): resid 0.716 (p=5e-4), log density 0.114 (p<1e-5), price position 0.356 (p=0.002); cloglog same signs but insignificant",computation,results/hazards/cox_first_markdown.csv; cloglog_B_first_markdown.csv,verified,
	19	+C-018,dynamics,"H2: listing-age bins jointly significant chi2(8)=157 in cloglog B (1 371 918 listing-days, 79 698 listings, 15 692 events); coefficients rise 0.91 → 1.8",computation,results/hazards/cloglog_B_first_markdown.csv; summary.json,verified,
	20	+C-019,dynamics,"Markdown hazard: cloglog resid 0.744 (p=8e-4), pricepos 0.379 (p=8e-4), lkm +0.116 (p=0.002), lprice n.s., ldens 0.019 n.s.; Cox resid 0.716, pricepos 0.356, ldens 0.114 (p<1e-5)",computation,results/hazards/cox_first_markdown.csv; cloglog_B_first_markdown.csv,verified,
21	21	C-020,dynamics,"Cut size: median 2.7 %; +10 % overpricing → +22 % larger cut; declines with listing age",computation,results/hazards/cutsize_ols.csv; summary.json B_cut_size,verified,
22	22	C-021,competition,"Daily base rate of own cut 1.44 %; same-day competitor-cut coefficient +0.89 pp (SE 0.21); lags 1–6 ≈ 0; peaks at k=±7, +14",computation,results/competition/eventstudy_main.csv; summary.json,verified,association only
23	23	C-022,competition,"Leads jointly significant p<1e-4; placebo permuted within make-model: all ≈ 0 (joint p=0.18)",computation,results/competition/summary.json,verified,
24	24	C-023,competition,"Dealer x weekday FE: k=0 falls to 0.55 pp; k=7 0.17; k=14 0.33",computation,results/competition/summary_dow.json,verified,
25		−C-024,competition,"First-markdown risk set: k=0 +2.6 pp vs base 4.9 %; negative leads",computation,results/competition/eventstudy_firstcut.csv,verified,
	25	+C-024,competition,"First-markdown risk set (full, post E-016): k=0 +0.73 pp vs base 1.14 %; dealer×weekday 0.49",computation,results/competition/eventstudy_firstcut.csv,verified,
26	26	C-025,exit,"Exit hazard 13 % on day 1, 2 % days 2–3, ≈3 % weeks 2–3, <1 % beyond 60 d",computation,results/hazards/empirical_hazard_exit.csv,verified,
27	27	C-026,exit,"H5 not supported: entry residual in exit hazard 0.18 (cloglog p=0.42), 0.13 (Cox p=0.54) with dealer clusters; mileage −0.49, price −0.26 (Cox)",computation,results/hazards/cloglog_C_exit.csv; cox_exit.csv,verified,null result
28	28	C-027,validation,"17 898 overlapping dealer-site/otogo VIN pairs; of 8 541 both-exited pairs 80 % within 1 d, 94 % within 7 d, median gap 0.4 d",computation,results/validation/exit_validation.json,verified,
		@@ -37,4 +37,7 @@ C-035,amli,"Leave-one-component-out correlations 0.91–0.95; corr(equal,PCA)=0.
37	37	C-036,amli,"No external forecasting test possible: no weekly Quebec used-car benchmark exists for Aug–Oct 2026",documentation,reports/external_benchmarks_inventory.md,verified,
38	38	C-037,lit,"172 references verified via Crossref DOI or publisher URL; no retracted items",documentation,literature/evidence_matrix.csv; search_protocol.md,verified,
39	39	C-038,background,"Quebec new vehicle sales Aug 2026 = 41 657 units (StatCan 20-10-0085-01); BoC hike to 2.50 % on 2026-10-28",external,reports/external_benchmarks_inventory.md,verified,
40		−C-039,robustness,"Holm adjustment leaves H1, H2, H3, H6 significant and H4, H5 unrejected",computation,results/robustness/holm_primary_tests.csv,pending,agent running
	40	+C-039,robustness,"Holm adjustment leaves H1, H2, H3, H6 significant (adj p <= 6e-13) and H4, H5 unrejected (adj p = 0.85)",computation,results/robustness/holm_primary_tests.csv,verified,
	41	+C-040,robustness,"H4 joint test: A2 make-model FE p = 0.004; with sampled portals (A4) p = 0.014; premia stay within ±3 %",computation,results/robustness/hedonic_region_premia_variants.csv; tab09,verified,not robust - reported
	42	+C-041,robustness,"Exit hazard resid_A2 flips to −0.38 (0.17) when left-censored stock included (S2L)",computation,results/robustness/hazards_variants.csv,verified,not robust - reported
	43	+C-042,robustness,"AMLI held-out slope: rank standardisation 0.0046 (0.0029); two-week aggregation −0.0001 (0.0052); min 100 listing-days unchanged; LOO 0.0058–0.0082",computation,results/robustness/amli_variants.csv,verified,sensitivity reported

modified DECISIONS.md +1 −0

		@@ -16,3 +16,4 @@
16	16	| D-012 | 2026-11-01 | Anonymised identifiers use 10-hex-character SHA-1 prefixes (listings) and 8 (dealers) after a collision was detected at 7 characters (139 expected collisions among 273 k uids). | 7-character ids | Birthday-bound collisions produced duplicate listing rows in the risk set (E-005). |
17	17	| D-014 | 2026-11-01 | Left-censoring is defined **per source**: a listing is left-censored if it entered before 2026-08-13 00:00 UTC **or within 24 h of its source's first non-empty crawl** (otogo started on day 6 with 24 565 listings that day, autousagee on day 11 with 11 925). | Global day-1 cut-off only (plan v1.0) | Descriptives agent found 33 224 start-up listings (29 % of S2) whose "entry" was the connector start date; durations and hazards would be biased. Amendment to analysis_plan §1 (S2). |
18	18	| D-015 | 2026-11-01 | AMLI market-week panel starts at panel week 2 (days 14–76): weeks 0–1 are contaminated by the portal start-ups (otogo day 6, autousagee day 11). Supervised weights fitted on weeks 2–5, evaluated on weeks 6–10. Coordinates outside the Quebec bounding box (lat 44–63, lng −80 to −56) are treated as missing. | Keep weeks 0–1 | Province components in week 0 are outliers (start-up stock composition), see figure 8 draft. |
	19	+| D-016 | 2026-11-01 | Model B (first-markdown cloglog) and the first-cut event study are re-estimated on the full first-cut risk set after the NULL→0 fix (E-016); the earlier survivor-only estimates are discarded and never reported. | Keep earlier estimates | They conditioned on the outcome. |

modified EXPERIMENTS.md +2 −0

		@@ -20,3 +20,5 @@ Environment: macOS 27.0 (Apple M5 Max, 18 cores, 48 GB), Python 3.12.13 via uv (
20	20	| E-013 | 2026-11-01 | first hazards run (v1/v2) | idem | v1 KeyError e_day (merge); v2 dropped listing-days without competitors (pricepos NaN) → B n_listings = n_events; both fixed in v3 | failures → fixed |
21	21	| E-014 | 2026-11-01 | first AMLI run (weeks 0–10) | idem | week-0 province components were start-up outliers → D-015 | superseded |
22	22	| E-015 | 2026-11-01 | `paper/`: latexmk | — | main.pdf 45 pp.; bib `$` escape fixed in busse2006cashback | success |
	23	+| E-016 | 2026-11-01 | robustness agent audit of Model B | idem | **BUG**: `risk_set.first_cut` was NULL (not 0) for never-cut listings → `hazards.cloglog` (dropna) and the first-cut event study were fitted on listings that eventually get a cut only (n_listings = n_events = 15 692). Fixed in `features.py` (fill_null 0) + guards in `hazards.py`/`competition.py`; regression test added; full pipeline rerun (E-017). Cox B, cut-size OLS, empirical hazards, Model C, AMLI and prediction were not affected. | failure → fixed |
	24	+| E-017 | 2026-11-01 | `make data && make models && make tables && make figures` (final end-to-end rerun after E-016) | snapshot sha256 65c3dad2… | all `results/`, `figures/`, `paper/tables/` regenerated from one run; key numbers checked against CLAIMS_LEDGER (hedonic, competition, AMLI, validation unchanged; Model B corrected: resid 0.744, pricepos 0.379, lkm +0.116, age bins χ²(8)=157; first-cut event study k=0 +0.73 pp vs base 1.14 %); 14 tests pass + 1 regression test | success |

modified README.md +4 −4

		@@ -6,7 +6,7 @@
6	6
7	7	## TL;DR
8	8	- Daily panel of every used-vehicle listing on 131 Quebec dealer websites, 2 full-inventory portals and 5 dealer groups, 12 Aug–1 Nov 2026 (273,265 listings, 428,484 price-log rows, 586 crawl cycles), from the aggregator Auto-Ka.
9		−- Depreciation of asking prices is strongly nonlinear in age and mileage (H1 supported); regional quality-adjusted premia are a precisely estimated null (joint p = 0.53).
	9	+- Depreciation of asking prices is strongly nonlinear in age and mileage (H1 supported); regional quality-adjusted premia are within ±4 % of Montréal and jointly insignificant with trim FE (p = 0.53), significant but still small with make–model FE (p = 0.004).
10	10	- 20 % of listings get a sustained markdown (median 2.8 %); the markdown hazard rises over three weeks; overpriced vehicles are cut sooner and more deeply.
11	11	- Competitor price cuts co-move the same day (+0.9 pp vs a 1.4 % base rate) with no lagged response; placebo null — association, not causation.
12	12	- Listing exit ≠ sale: 94 % of exits coincide across two sources within a week, but ≥ 10 % are followed by a relisting.
		@@ -22,11 +22,11 @@ Audits an aggregator database, builds a reproducible listing-day panel with audi
22	22	| Hypothesis | Result | Evidence |
23	23	|---|---|---|
24	24	| H1 nonlinear depreciation | Supported (χ²(12)=664; CV RMSE −2.8 %) | `results/hedonic/` |
25		−| H2 markdown hazard ↑ listing age | Supported (χ²(8)=170); competition/relative-price effects significant in Cox, imprecise in cloglog | `results/hazards/` |
	25	+| H2 markdown hazard ↑ listing age | Supported (χ²(8)=157); relative price (hedonic residual, price vs competitors) raises the hazard; competitor density unstable | `results/hazards/` |
26	26	| H3 competitor response | Same-day co-movement only; no lagged response; placebo null | `results/competition/` |
27		−| H4 regional premia | Null (p = 0.53; all |premia| < 4 %) | `results/hedonic/region_premia_A4.csv` |
	27	+| H4 regional premia | Small (all |premia| < 4 %); joint p = 0.53 with trim FE, 0.004 with make–model FE | `results/hedonic/region_premia_A4.csv` |
28	28	| H5 relative price → exit | Not supported (p = 0.42/0.54); exit validated across sources (94 % within 7 d) | `results/hazards/`, `results/validation/` |
29		−| H6 AMLI | PCA 56 %; held-out slope 0.97 pp [0.69, 1.24]; no external test possible | `results/amli/` |
	29	+| H6 AMLI | PCA 56 %; held-out slope 0.97 pp [0.69, 1.24] (z-scores; weaker with ranks); no external test possible | `results/amli/` |
30	30
31	31	## Repository layout
32	32	```

modified STATUS.md +17 −19

		@@ -1,28 +1,26 @@
1	1	# STATUS — UQO WP36 (Used-car market dynamics, Auto-Ka)
2	2
3		−Updated: 2026-11-01
	3	+Updated: 2026-11-01 (session 1, end)
4	4
5	5	## Current phase
6		−Phase 4–5 (econometric program + AMLI) — Phases 0–3 complete; Phase 2 literature agent running.
	6	+COMPLETE (v1.0, 2026-11-01): all phases 0–9 executed; final end-to-end rerun (`make data models tables figures`, E-017) after the E-016 fix; manuscript 44 pp. compiled; pushed to spbgit `wp36_uqo.git`. Next: author's human read-through; SSRN deposit; extension with a longer panel and registration transfers.
7	7
8	8	## Completed
9		−- [x] Phase 0: repository/infra inspection (Auto-Ka on M4M64b, SQLite 1.4 GB, 143 sources, crawl cycle ≈ 3.3 h).
10		−- [x] Phase 0: owner-authorised read-only snapshot `data/raw/autoka-snapshot-20261101.db` (SHA-256 verified; `users` table dropped).
11		−- [x] Phase 0: schema / coverage / null-rate / source-quality audit; feasibility matrix H1–H6; governance.
12		−- [x] Environment: uv venv Python 3.12 (`requirements-lock.txt`), R 4.6.1, TeX Live 2026 available; no external model API used.
13		−- [x] Phase 1: `research/questions.md`, `research/analysis_plan.md` (preregistered 2026-11-01).
14		−- [ ] Phase 2: literature (agent running: `literature/references.bib`, `evidence_matrix.csv`, `novelty_memo.md`).
15		−- [x] Phase 2b: external benchmarks inventory (`reports/external_benchmarks_inventory.md`): no weekly used-car benchmark exists for Aug–Oct 2026; composition benchmarks only.
16		−- [x] Phase 3: pipeline 01–03 (ingest, clean, risk set) + 10 tests passing + synthetic fixture.
17		−- [x] Phase 4 Model A (hedonic) done — H1 supported, H4 null.
18		−- [ ] Phase 4 Models B/C (hazards), D (competition), F (prediction agent) running; descriptives agent running.
19		−- [ ] Phase 5 AMLI.
	9	+- [x] Phase 0: audit (`reports/data_access_audit.md`), snapshot (SHA-256 verified), governance, environment; no external model API used.
	10	+- [x] Phase 1: `research/questions.md`, `research/analysis_plan.md` (preregistered 2026-11-01; amendments D-010, D-011, D-014, D-015).
	11	+- [x] Phase 2: 172 verified references (`literature/`), novelty memo, search protocol; external benchmarks inventory (no weekly Quebec used-car benchmark exists).
	12	+- [x] Phase 3: pipeline 01–03 (ingest → clean → risk set), exclusion log, sample tables, 14 tests, synthetic fixture.
	13	+- [x] Phase 4: Models A (hedonic), B/C (hazards), D (competition), E (regions), F (prediction).
	14	+- [x] Phase 5: AMLI (`results/amli/`), weights, dealer bootstrap, held-out validation.
	15	+- [x] Phase 7: Figures 1–10, Tables 1–8 (+ tests and region tables).
	16	+- [x] Phase 8: `paper/main.pdf` v1.0 (43 pages, 0 undefined citations, 1 negligible overfull box).
	17	+- [x] Phase 9: STATUS, DECISIONS (D-001…D-015), EXPERIMENTS (E-000…E-015), CLAIMS_LEDGER (39 claims), REPRODUCE, Makefile, README.
	18	+- [x] Phase 6: robustness suite (`results/robustness/`, Table 9, Holm) — three non-robust results reported explicitly (H4 with make-model FE / sampled portals; exit residual under S2L; AMLI validation under rank/two-week).
	19	+- [x] E-016 bug (first_cut NULL) found by the robustness audit, fixed, full rerun; Model B rewritten.
	20	+- [x] Final rerun + recompile + commit + push.
20	21
21		−## Next tasks
22		−1. Phase 3 pipeline: ingest → Parquet; cleaning + exclusion log; sustained price paths; listing-day risk set; competitor sets; sample-construction tables.
23		−2. Phase 4 models A–F; Phase 5 AMLI; Phase 6 robustness; Phase 7 figures/tables; Phase 8 paper.
	22	+## Results summary
	23	+H1 supported; H2 supported (listing-age profile; relative price and price vs competitors raise the markdown hazard; competitor density unstable); H3 same-day co-movement only (association), placebo null; H4 small premia (< 4 %), joint p = 0.53 with trim FE but 0.004 with make-model FE; H5 relative-price → exit not supported, exit validated across sources (94 % within 7 d, ≥ 10 % relistings); H6 PCA 56 %, held-out slope 0.97 pp [0.69, 1.24], no external test possible.
24	24
25	25	## Blockers / known limits
26		−- No transaction prices (asking prices only); listing exit ≠ sale (no verified sale outcomes available).
27		−- Panel is 81 days (2026-08-12 → 2026-11-01): H6 external forecasting cannot be tested; H3 is association only.
28		−- AutoTrader (capped 2 000 sliding window) and CarGurus (capped 500) are sampled portals → excluded from dynamic analyses.
	26	+- No transaction prices; exit ≠ sale; 81-day window; H3 descriptive; AMLI internal validation only.

modified data/interim/manifest.json +2 −2

		@@ -1,6 +1,6 @@
1	1	{
2	2	"snapshot": "/Users/simon-pierreboucher/Desktop/UQO/Recherche/Recherche-UQO/economie/used-car-market-liquidity/data/raw/autoka-snapshot-20261101.db",
3		− "created_utc": "2026-11-01T08:02:17Z",
	3	+ "created_utc": "2026-11-01T08:45:41Z",
4	4	"sha256": "65c3dad229a402f89129c614111a8d6f7b583eb7b46a6014a34e0ebca8de0132",
5	5	"rows": {
6	6	"vehicles": 273265,
		@@ -13,5 +13,5 @@
13	13	"sync_ts_max": 1793515782.732466,
14	14	"first_seen_min": 1786537959.087422,
15	15	"last_seen_max": 1793515782.732466,
16		− "seconds": 2.8
	16	+ "seconds": 2.7
17	17	}
		\ No newline at end of file

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		@@ -1 +1 @@
1		−We study price discovery and liquidity in the Quebec used-car market with a daily panel of 273{,}265 dealer listings observed by the aggregator Auto-Ka between 12 August and 1 November 2026, with every asking-price change and listing disappearance recorded about seven times a day. Hedonic models with flexible age and mileage splines reject linear depreciation and improve dealer-held-out fit by three percent; profiles differ by powertrain. One listing in five receives a sustained markdown (median 2.8 percent of the entry price); the markdown hazard rises over the first three weeks on the lot, and cuts are larger for vehicles that entered above their quality-adjusted value. A competitor event study with market-by-week and model-year-by-week fixed effects finds a same-day co-movement of price cuts among close local competitors (0.9 percentage points against a daily base rate of 1.4 percent) but no lagged response, and a within-make--model placebo yields nothing: we interpret this as common shocks and synchronised repricing calendars, not strategic reaction. Quality-adjusted asking prices do not differ across Quebec's seventeen regions (joint $p = 0.53$), a precisely estimated null. Listing exit is strongly predicted by mileage, price and listing age; cross-source matching by vehicle identification number shows that 94 percent of exits coincide within a week on two independent sources while at least 10 percent are followed by a relisting, so exit overstates sales. A transparent five-component Automobile Market Liquidity Index captures 56 percent of the common variation in regional turnover and, built without the exit component, predicts next-week exit intensity within regions; deep markdowns load as a symptom of illiquidity. No external forecasting claim is possible with an eleven-week window, and the paper documents what listing data can and cannot say about transactions.
	1	+We study price discovery and liquidity in the Quebec used-car market with a daily panel of 273{,}265 dealer listings observed by the aggregator Auto-Ka between 12 August and 1 November 2026, with every asking-price change and listing disappearance recorded about seven times a day. Hedonic models with flexible age and mileage splines reject linear depreciation and improve dealer-held-out fit by three percent; profiles differ by powertrain. One listing in five receives a sustained markdown (median 2.8 percent of the entry price); the markdown hazard doubles over the first three weeks on the lot, and vehicles that entered above their quality-adjusted value or above their local competitors are cut sooner and more deeply. A competitor event study with market-by-week and model-year-by-week fixed effects finds a same-day co-movement of price cuts among close local competitors (0.9 percentage points against a daily base rate of 1.4 percent) but no lagged response, and a within-make--model placebo yields nothing: we interpret this as common shocks and synchronised repricing calendars, not strategic reaction. Quality-adjusted regional premia across Quebec's seventeen regions are economically small (all within four percent of Montréal) and jointly insignificant once trim is held fixed ($p = 0.53$), although coarser quality controls detect small but significant differences. Listing exit is strongly predicted by mileage, price and listing age; cross-source matching by vehicle identification number shows that 94 percent of exits coincide within a week on two independent sources while at least 10 percent are followed by a relisting, so exit overstates sales. A transparent five-component Automobile Market Liquidity Index captures 56 percent of the common variation in regional turnover and, built without the exit component, predicts next-week exit intensity within regions under z-score standardisation, a result that weakens under rank standardisation; deep markdowns load as a symptom of illiquidity. No external forecasting claim is possible with an eleven-week window, and the paper documents what listing data can and cannot say about transactions.

modified paper/sections/conclusion.tex +1 −1

		@@ -1,5 +1,5 @@
1	1	\section{Conclusion}\label{sec:conclusion}
2	2
3		−Using a daily panel of every listing published by 131 dealer websites, two full-inventory portals and five dealer groups in Quebec over eleven weeks of 2026, we have described how the price of a used car is discovered on the dealer's lot. Asking prices depreciate nonlinearly in age and mileage; one listing in five is cut, by 2.8~percent at the median, with a markdown hazard that rises over the first three weeks; cuts are larger for vehicles that entered above their quality-adjusted value; and listings disappear after nine days at the median, faster for cheap, high-mileage and older vehicles. Repricing co-moves across neighbouring dealers on the same day and at weekly harmonics but not with a lag, which we interpret as common shocks and shared routines rather than strategic reaction. Quality-adjusted asking prices do not differ across the province's regions in any detectable way. A transparent five-component liquidity index summarises more than half of the common variation in regional turnover, and its non-exit components anticipate next week's exits; the data also tell us that deep markdowns are a sign of slow, not liquid, markets.
	3	+Using a daily panel of every listing published by 131 dealer websites, two full-inventory portals and five dealer groups in Quebec over eleven weeks of 2026, we have described how the price of a used car is discovered on the dealer's lot. Asking prices depreciate nonlinearly in age and mileage; one listing in five is cut, by 2.8~percent at the median, with a markdown hazard that doubles over the first three weeks; overpriced vehicles are cut sooner and more deeply; and listings disappear after nine days at the median, faster for cheap, high-mileage and older vehicles. Repricing co-moves across neighbouring dealers on the same day and at weekly harmonics but not with a lag, which we interpret as common shocks and shared routines rather than strategic reaction. Quality-adjusted asking prices differ across the province's regions by at most a few percent, and not detectably once trim is held fixed. A transparent five-component liquidity index summarises more than half of the common variation in regional turnover, and its non-exit components anticipate next week's exits under the preregistered standardisation, less clearly under alternatives; the data also tell us that deep markdowns are a sign of slow, not liquid, markets.
4	4
5	5	The limits are as important as the findings. Asking prices are not transaction prices; exits overstate retail sales by at least a tenth, as our relisting analysis shows; the competitor event study is descriptive; the regional null applies to one quarter; the thirty-day predictability of repricing is mostly dealer practice and does not transfer to unseen dealers; and the liquidity index has no external validation yet. A longer panel, matched to registration transfers, would allow the markdown and exit hazards to be modelled as competing risks with a verified sale outcome, the regional null to be tested across seasons, and the index to be tested as a leading indicator. The pipeline that produced this paper, with its immutable snapshot, exclusion log, preregistered plan and claims ledger, is designed to make that extension a matter of rerunning it.

modified paper/sections/introduction.tex +1 −1

		@@ -6,7 +6,7 @@ We assemble a daily panel of 273{,}265 used-vehicle listings observed between 12
6	6
7	7	The empirical programme was preregistered before any model was estimated (Section~\ref{sec:method}; the full plan is in the replication package) and has six parts. First, we estimate hedonic asking-price models with flexible age and mileage profiles and ask whether depreciation is nonlinear and powertrain-specific (H1). Second, we model the hazard of a first sustained markdown and the size of the cut as functions of listing age, local competition and the vehicle's relative price (H2). Third, we estimate an event study of a dealer's repricing around the price cuts of close local competitors, with market-by-week and model-year-by-week fixed effects, treating the estimates explicitly as associations (H3). Fourth, we test whether quality-adjusted asking prices differ across Quebec's seventeen administrative regions (H4). Fifth, we estimate the hazard of listing exit and validate exit as a sale proxy using vehicles observed simultaneously on a dealer's own site and on a portal, and by detecting relistings of the same vehicle identification number elsewhere (H5). Sixth, we construct an Automobile Market Liquidity Index (AMLI) from five transparent components and validate it internally with a held-out-component design (H6).
8	8
9		−Five findings stand out. (i) Depreciation of asking prices is strongly nonlinear in both age and mileage: the linear specification is rejected at any conventional level and splines improve dealer-grouped out-of-sample fit by about 3~percent, a gain that gradient boosting only modestly extends. Age profiles differ by powertrain, with battery-electric vehicles depreciating faster than comparable combustion vehicles at young ages. (ii) Markdowns are frequent but shallow: one listing in five receives at least one sustained cut, the median first cut is 2.8~percent of the entry price, and the daily markdown hazard rises steeply over the first three weeks of a listing before plateauing. Listings that enter above their hedonic value are cut more often and more deeply. (iii) Repricing is synchronised rather than sequential: a close competitor's cut is associated with a 0.5--0.9 percentage-point higher probability that the dealer cuts the same day, against a daily base rate of 1.4~percent, but the association vanishes on the following days and reappears only at seven-day harmonics; it survives dealer-by-weekday fixed effects at $k=0$ but not as a lagged response. A placebo that permutes competitor series within make--model cells produces no effect. We read this as common local shocks and shared repricing calendars rather than strategic reaction, and we do not claim causality. (iv) Quality-adjusted asking prices are remarkably integrated across Quebec: with make--model--trim fixed effects and dealer-clustered inference, the seventeen regional premia are jointly insignificant ($p = 0.53$) and all lie within $\pm 4$~percent of Montréal. This is a precisely estimated null. (v) Listing exit is strongly predicted by mileage, price and listing age, and exit is a reasonably consistent event across sources: for vehicles observed both on a dealer's site and on a portal, 80~percent of exits coincide within one day and 94~percent within a week; 10~percent of exits are followed by a relisting of the same vehicle within 30~days, 6~percent at a different location, which bounds the share of non-sale exits from below. The AMLI's first principal component explains 55~percent of component variance, and an index built without the exit component predicts next-week exit intensity within regions. We are explicit that the 81-day window does not allow any test of the index's forecasting value for external economic variables.
	9	+Five findings stand out. (i) Depreciation of asking prices is strongly nonlinear in both age and mileage: the linear specification is rejected at any conventional level and splines improve dealer-grouped out-of-sample fit by about 3~percent, a gain that gradient boosting only modestly extends. Age profiles differ by powertrain, with battery-electric vehicles depreciating faster than comparable combustion vehicles at young ages. (ii) Markdowns are frequent but shallow: one listing in five receives at least one sustained cut, the median first cut is 2.8~percent of the entry price, and the daily markdown hazard doubles over the first three weeks of a listing before plateauing. Listings that enter above their hedonic value, or above their local competitors, are cut sooner and more deeply; the number of local competitors has no stable effect. (iii) Repricing is synchronised rather than sequential: a close competitor's cut is associated with a 0.5--0.9 percentage-point higher probability that the dealer cuts the same day, against a daily base rate of 1.4~percent, but the association vanishes on the following days and reappears only at seven-day harmonics; it survives dealer-by-weekday fixed effects at $k=0$ but not as a lagged response. A placebo that permutes competitor series within make--model cells produces no effect. We read this as common local shocks and shared repricing calendars rather than strategic reaction, and we do not claim causality. (iv) Quality-adjusted asking prices are close to integrated across Quebec: the sixteen regional premia relative to Montréal all lie within $\pm 4$~percent, and with make--model--trim fixed effects and dealer-clustered inference they are jointly insignificant ($p = 0.53$); with coarser make--model controls the joint test rejects ($p = 0.004$) but the premia remain within $\pm 3$~percent, so the economically relevant conclusion is that regional differences are small. (v) Listing exit is strongly predicted by mileage, price and listing age, and exit is a reasonably consistent event across sources: for vehicles observed both on a dealer's site and on a portal, 80~percent of exits coincide within one day and 94~percent within a week; 10~percent of exits are followed by a relisting of the same vehicle within 30~days, 6~percent at a different location, which bounds the share of non-sale exits from below. The AMLI's first principal component explains 56~percent of component variance, and an index built without the exit component predicts next-week exit intensity within regions, although this internal validation is sensitive to the standardisation of the components. We are explicit that the 81-day window does not allow any test of the index's forecasting value for external economic variables.
10	10
11	11	The paper contributes to three literatures. To the economics of durable-goods markets \citep{akerlof1970lemons,hendel1999adverse,stolyarov2002turnover,gavazza2014usedcar}, it adds listing-level evidence on how dealers search for the price at which a used car clears, the counterpart on the sell side to the buyer-search evidence of \citet{murry2020colocation} and the intermediary margins of \citet{biglaiser2020intermediaries}. To the literature on asking prices and time on market, developed mostly for housing \citep{knight2002listing,han2016askingprice,anenberg2016frictions,guren2018momentum}, it brings a market with far shorter spells, near-complete price histories and many close substitutes. To the measurement of market liquidity, where industry days'-supply and days-to-turn statistics \citep{cox2022dayssupply,cbb2026index} exist but are opaque, it offers a reproducible, component-based index with documented validation limits.
12	12

modified paper/sections/results_amli.tex +1 −1

		@@ -18,7 +18,7 @@ The component correlations (Figure~\ref{fig:amlival}(b)) carry the paper's most
18	18
19	19	\subsection{Internal validation}
20	20
21		−The analysis plan called for a held-out-component test. An equal-weight index built \emph{without} exit intensity, from the markdown, dispersion and arrival components of week $w$, predicts the exit intensity of week $w+1$ within regions: the slope is 0.97 percentage points of daily exit intensity per index unit (95\% interval 0.69 to 1.24; the mean daily exit intensity is 2.3~percent), with an $R^2$ of 0.66 including region effects, and it is unchanged when the current exit intensity is added as a control (1.03, interval 0.70 to 1.35). Figure~\ref{fig:amlival}(a) shows the within-region relation. The index is robust to leaving any single component out (correlations with the full index between 0.91 and 0.95), and the same construction on price-tier and body-class markets gives first components explaining 44--46~percent of the variance and held-out slopes of 0.46 points, significant for body classes (interval 0.06 to 0.86) but not for the three price tiers (12 market-weeks only).
	21	+The analysis plan called for a held-out-component test. An equal-weight index built \emph{without} exit intensity, from the markdown, dispersion and arrival components of week $w$, predicts the exit intensity of week $w+1$ within regions: the slope is 0.97 percentage points of daily exit intensity per index unit (95\% interval 0.69 to 1.24; the mean daily exit intensity is 2.3~percent), with an $R^2$ of 0.66 including region effects, and it is unchanged when the current exit intensity is added as a control (1.03, interval 0.70 to 1.35). Figure~\ref{fig:amlival}(a) shows the within-region relation. The index is robust to leaving any single component out (correlations with the full index between 0.91 and 0.95; the held-out slope stays between 0.58 and 0.82 points), and to the minimum cell size (100 listing-days: unchanged), but the held-out validation is weaker under rank standardisation of the components (0.46 points, standard error 0.29) and uninformative at two-week aggregation, which leaves only four observations per region (Section~\ref{sec:robust}). The same construction on price-tier and body-class markets gives first components explaining 44--46~percent of the variance and held-out slopes of 0.46 points, significant for body classes (interval 0.06 to 0.86) but not for the three price tiers (12 market-weeks only).
22	22
23	23	\begin{figure}[tbp]\centering\includegraphics[width=\textwidth]{figures/fig09_amli_validation.pdf}
24	24	\caption{AMLI internal validation. (a) Within-region relation between the leave-exit-out index in week $w$ and exit intensity in week $w+1$, weeks 6--10. (b) Correlations among the five standardised components across region-weeks.}\label{fig:amlival}\end{figure}

modified paper/sections/results_dynamics.tex +2 −2

		@@ -2,7 +2,7 @@
2	2
3	3	\subsection{Markdown hazards and cut sizes (H2)}
4	4
5		−Figure~\ref{fig:hazards}(a) shows the empirical daily hazard of a first sustained markdown by listing age. It is low in the first days (0.7~percent per day), doubles by the end of the first week (1.1~percent) and reaches a plateau of 1.4--1.5~percent per day between the second and fourth weeks, after which it declines slightly among the surviving listings. In the discrete-time model of Table~\ref{tab:hazards}, column~(1), the listing-age bins are jointly significant ($\chi^2(8) = 170$) and the coefficients rise monotonically from 0.79 (days 1--3, relative to the entry day) to 1.68 (day 61 and beyond), so the first half of H2 is supported: the probability of a markdown increases with the time a vehicle has been on the lot. Cheaper and higher-mileage vehicles are cut less often, consistent with a thinner margin to give away. The competition and relative-price terms are less clear-cut. In the listing-level Cox model with dealer-clustered sandwich errors (column~2), a listing that enters 10~percent above its hedonic value has a 7.4~percent higher markdown hazard (coefficient 0.72 on the residual), each log unit of competitor density raises the hazard by 12~percent, and a 10~percent higher price than the competitor set adds 3.6~percent; all three are significant at the 1~percent level. In the discrete-time model with region, calendar-week and source-class effects (column~1), the point estimates have the same signs but the dealer-clustered standard errors are three to five times larger and none of the three is significant. The cut-size regression (column~5) is unambiguous: the first cut is 2.7~percent of the entry price at the median, it is larger for listings that entered above their hedonic value (a 10~percent overpricing raises the cut by 22~percent) and for expensive vehicles in absolute terms, and it declines with listing age at the time of the cut, that is, late cuts are smaller than early ones.
	5	+Figure~\ref{fig:hazards}(a) shows the empirical daily hazard of a first sustained markdown by listing age. It is low in the first days (0.7~percent per day), doubles by the end of the first week (1.1~percent) and reaches a plateau of 1.4--1.5~percent per day between the second and fourth weeks, after which it declines slightly among the surviving listings. In the discrete-time model of Table~\ref{tab:hazards}, column~(1), estimated on the 1.37~million listing-days at risk of a first cut, the listing-age bins are jointly significant ($\chi^2(8) = 157$) and the coefficients rise monotonically from 0.91 (days 1--3, relative to the entry day) to 1.8 (beyond three weeks), so the first half of H2 is supported: the probability of a markdown increases with the time a vehicle has been on the lot and then plateaus. Relative price matters: a listing that enters 10~percent above its hedonic value has a 7.7~percent higher daily markdown hazard (coefficient 0.74 on the residual, $p < 0.001$), and a 10~percent higher price than its local competitor set adds 3.9~percent ($p < 0.001$); the listing-level Cox model with dealer-clustered sandwich errors (column~2) gives almost identical coefficients (0.72 and 0.36). Higher-mileage vehicles are cut more often (a 10~percent higher mileage raises the hazard by about 1~percent), while the price level itself and the vehicle's age are not related to the markdown hazard once the relative price is held fixed. The density of local competitors is the one preregistered covariate without a stable effect: its coefficient is positive and significant in the Cox model (0.11) but close to zero and insignificant in the discrete-time model with region and calendar-week effects (0.02, standard error 0.03), and the robustness suite shows that it changes sign across markdown definitions. The cut-size regression (column~5) is unambiguous: the first cut is 2.7~percent of the entry price at the median, it is larger for listings that entered above their hedonic value (a 10~percent overpricing raises the cut by 22~percent) and for expensive vehicles in absolute terms, and it declines with listing age at the time of the cut, that is, late cuts are smaller than early ones.
6	6
7	7	\begin{table}[tbp]\centering\caption{Markdown and listing-exit models (S2)}\label{tab:hazards}
8	8	\scriptsize\input{tables/tab05_hazards}
		@@ -14,7 +14,7 @@ Figure~\ref{fig:hazards}(a) shows the empirical daily hazard of a first sustaine
14	14
15	15	\subsection{Competitor price response (H3)}
16	16
17		−Figure~\ref{fig:es} and Table~\ref{tab:competition} report the event study of equation~\eqref{eq:es}. The daily probability that a dealer cuts the price of a listing is 1.44~percent on average. On the day a close competitor (same make and model, model year within one year, within 25~km) cuts its price, that probability is 0.89 percentage points higher (standard error 0.21), a 60~percent increase relative to the base rate. The association is, however, entirely contemporaneous: the coefficients for days $+1$ to $+6$ are zero or negative, and the only other positive coefficients appear at $k=+7$, $k=+14$ and $k=-7$, a weekly periodicity. The leads are jointly significant ($p < 10^{-4}$), so the pretrend test fails in the sense that a dealer's cut today also predicts a competitor's cut a week later; lagged and lead sums are of the same order. Adding dealer-by-weekday fixed effects, which absorb each dealer's repricing calendar, reduces the same-day coefficient to 0.55 points and the seven-day harmonics to 0.17 and 0.33 points, but does not change the picture. The placebo, in which competitor series are permuted across listings within make--model cells, yields coefficients indistinguishable from zero at every horizon (joint $p = 0.18$), which confirms that the same-day association is spatially structured and not an artefact of the fixed effects. Results are similar at 10~km (larger coefficients, fewer competitors) and 50~km (smaller), when errors are clustered by region, and with coarser fixed effects. For the first markdown only (panel~b), the same-day coefficient is 2.6 points against a base rate of 4.9~percent, with negative leads, consistent with the fact that a listing that has just been cut by a neighbour is often one that was about to be cut anyway.
	17	+Figure~\ref{fig:es} and Table~\ref{tab:competition} report the event study of equation~\eqref{eq:es}. The daily probability that a dealer cuts the price of a listing is 1.44~percent on average. On the day a close competitor (same make and model, model year within one year, within 25~km) cuts its price, that probability is 0.89 percentage points higher (standard error 0.21), a 60~percent increase relative to the base rate. The association is, however, entirely contemporaneous: the coefficients for days $+1$ to $+6$ are zero or negative, and the only other positive coefficients appear at $k=+7$, $k=+14$ and $k=-7$, a weekly periodicity. The leads are jointly significant ($p < 10^{-4}$), so the pretrend test fails in the sense that a dealer's cut today also predicts a competitor's cut a week later; lagged and lead sums are of the same order. Adding dealer-by-weekday fixed effects, which absorb each dealer's repricing calendar, reduces the same-day coefficient to 0.55 points and the seven-day harmonics to 0.17 and 0.33 points, but does not change the picture. The placebo, in which competitor series are permuted across listings within make--model cells, yields coefficients indistinguishable from zero at every horizon (joint $p = 0.18$), which confirms that the same-day association is spatially structured and not an artefact of the fixed effects. Results are similar at 10~km (larger coefficients, fewer competitors) and 50~km (smaller), when errors are clustered by region, and with coarser fixed effects. For the first markdown only (panel~b), the same-day coefficient is 0.73 points against a base rate of 1.14~percent, again with no lagged response and the same weekly harmonics (0.49 points with dealer-by-weekday effects).
18	18
19	19	We draw two conclusions. First, there is no evidence of a lagged strategic response: dealers do not follow a competitor's cut within the next one to six days. Second, the strong same-day co-movement, its weekly harmonics and its robustness to dealer-by-weekday effects point to common local shocks and synchronised repricing routines (dealers and dealer groups that update their inventory feeds on fixed days, manufacturer incentive calendars, local demand shocks) rather than to observation and reaction. Because the design has no exogenous source of variation in competitor cuts, the estimates are associations and we make no causal claim; the reflection problem of \citet{manski1993reflection} applies with full force.
20	20

modified paper/sections/results_prices.tex +1 −1

		@@ -22,7 +22,7 @@ The preregistered test of H1 is decisive (Table~\ref{tab:hedtests}): the nonline
22	22
23	23	\subsection{Regional segmentation (H4)}
24	24
25		−Table~\ref{tab:regions} and Figure~\ref{fig:map} report the region effects. With make--model--trim fixed effects, mileage, age, powertrain, body, transmission, drivetrain, entry week and source class held fixed, the sixteen regional premia relative to Montréal range from $-1.0$~percent (Lanaudière) to $+3.7$~percent (Bas-Saint-Laurent); none is individually significant at the 5~percent level with dealer-clustered standard errors, and the joint test does not reject equality ($\chi^2(16) = 14.9$, $p = 0.53$). The point estimates have a mild geographic pattern, with the remote regions (Bas-Saint-Laurent, Abitibi-Témiscamingue, Gaspésie, Saguenay) 2--4~percent above Montréal, consistent with transport costs and thinner local supply, but the data cannot distinguish these from zero. The Outaouais, which borders Ontario, asks 2.1~percent more than Montréal ($p = 0.14$), so there is no evidence of a cross-border discount. Within-specification dispersion, measured by the interquartile range of A2 residuals, is larger in the remote regions, that is, prices for the same vehicle are more dispersed where there are fewer competing listings. We therefore read H4 as a precisely estimated null: the Quebec used-car market is integrated in quality-adjusted asking prices, at least at the resolution of administrative regions and within a single quarter.
	25	+Table~\ref{tab:regions} and Figure~\ref{fig:map} report the region effects. With make--model--trim fixed effects, mileage, age, powertrain, body, transmission, drivetrain, entry week and source class held fixed, the sixteen regional premia relative to Montréal range from $-1.0$~percent (Lanaudière) to $+3.7$~percent (Bas-Saint-Laurent); none is individually significant at the 5~percent level with dealer-clustered standard errors, and the joint test does not reject equality ($\chi^2(16) = 14.9$, $p = 0.53$). The point estimates have a mild geographic pattern, with the remote regions (Bas-Saint-Laurent, Abitibi-Témiscamingue, Gaspésie, Saguenay) 2--4~percent above Montréal, consistent with transport costs and thinner local supply, but the data cannot distinguish these from zero. The Outaouais, which borders Ontario, asks 2.1~percent more than Montréal ($p = 0.14$), so there is no evidence of a cross-border discount. Within-specification dispersion, measured by the interquartile range of A2 residuals, is larger in the remote regions, that is, prices for the same vehicle are more dispersed where there are fewer competing listings. The conclusion is, however, sensitive to the quality controls: with make--model fixed effects only (Model A2, Table~\ref{tab:regions}, fourth column) the region effects are jointly significant ($p = 0.004$) even though every premium remains within $\pm 3$~percent, and adding the sampled portals to the sample also produces a rejection with trim fixed effects ($p = 0.014$; Section~\ref{sec:robust}). We therefore read H4 not as a strict null but as a bound: regional differences in quality-adjusted asking prices exist at most at the level of a few percent, smaller than the within-region dispersion for the same vehicle, and they are not statistically detectable once trim-level quality is held fixed.
26	26
27	27	\begin{table}[tbp]\centering\caption{Quality-adjusted regional premia and dispersion}\label{tab:regions}
28	28	\tabsize\input{tables/tab06b_region_premia}

modified paper/sections/robustness.tex +2 −2

		@@ -2,7 +2,7 @@
2	2
3	3	\subsection{Sensitivity analyses}
4	4
5		−Table~\ref{tab:robust} summarises the sensitivity of the headline estimates to the main measurement and sample choices, following the list fixed in the analysis plan: alternative markdown thresholds (0.5 and 2~percent), transient rules (24 and 72~hours), exit-confirmation windows (3 and 14~days), inclusion of the sampled portals and of private-seller listings in the hedonic sample, wider price filters, inclusion of the left-censored stock in the hazards, heterogeneity of the depreciation slopes by powertrain, model-year band, body class and source class, composition reweighting of the dealer-website sample to the portal's make--model--year distribution, alternative standardisation, aggregation and minimum-size rules for the liquidity index, and competitor radii of 10 and 50~km (Table~\ref{tab:competition}).
	5	+Table~\ref{tab:robust} summarises the sensitivity of the headline estimates. Three results are not robust and are reported as such: the joint test of regional premia rejects with make--model controls or when the sampled portals are included, although every premium stays within a few percent; the exit-hazard coefficient on the entry residual changes sign when the left-censored stock is included (that stock has unknown listing age, so this variant is a lower bound on age and not a preferred specification); and the held-out validation of the liquidity index loses significance under rank standardisation and at two-week aggregation. The depreciation slopes, the listing-age profiles of both hazards, the relative-price effects on the markdown hazard and the cut size, the competitor event study and the leave-one-component-out checks are stable; the competitor-density coefficient in the markdown hazard is not (it changes sign across markdown definitions and is never significant with dealer clusters). An earlier version of the first-markdown model had conditioned on listings that eventually receive a cut because of a null-handling error in the risk set; it was discovered by the robustness audit, corrected, and the whole pipeline was rerun (experiment log E-016). The remainder of the table lists the sensitivity to the main measurement and sample choices, following the list fixed in the analysis plan: alternative markdown thresholds (0.5 and 2~percent), transient rules (24 and 72~hours), exit-confirmation windows (3 and 14~days), inclusion of the sampled portals and of private-seller listings in the hedonic sample, wider price filters, inclusion of the left-censored stock in the hazards, heterogeneity of the depreciation slopes by powertrain, model-year band, body class and source class, composition reweighting of the dealer-website sample to the portal's make--model--year distribution, alternative standardisation, aggregation and minimum-size rules for the liquidity index, and competitor radii of 10 and 50~km (Table~\ref{tab:competition}).
6	6
7	7	\IfFileExists{tables/tab09_robustness.tex}{%
8	8	\begin{table}[tbp]\centering\caption{Identification threats and sensitivity summary}\label{tab:robust}
		@@ -12,7 +12,7 @@ Table~\ref{tab:robust} summarises the sensitivity of the headline estimates to t
12	12
13	13	\subsection{Multiple testing}
14	14
15		−The six primary preregistered tests are: H1 (joint nonlinearity, $p < 10^{-100}$), H2 (listing-age profile of the markdown hazard, $p < 10^{-30}$), H3 (sum of lag coefficients $k = 0$ to $7$, $p < 10^{-12}$, an association), H4 (joint region test, $p = 0.53$), H5 (entry hedonic residual in the exit hazard, $p = 0.42$) and H6 (held-out validation slope, $p < 10^{-10}$). Holm's step-down adjustment leaves the conclusions unchanged: H1, H2, H3 and H6 remain significant at any conventional level and H4 and H5 are not rejected. The null results are therefore not artefacts of the number of tests, and the positive ones are not artefacts of selective reporting; every estimated specification, including failed and null ones, is retained in the experiment log.
	15	+The six primary preregistered tests are: H1 (joint nonlinearity, $p = 3\times10^{-134}$), H2 (listing-age profile of the markdown hazard, $p = 7\times10^{-30}$), H3 (joint test of the competitor-cut lags, $p = 1\times10^{-14}$, an association), H4 (joint region test in A4, $p = 0.53$), H5 (entry hedonic residual in the exit hazard, $p = 0.42$) and H6 (held-out validation slope, $p = 2\times10^{-13}$). Holm's step-down adjustment (\texttt{results/robustness/holm\_primary\_tests.csv}) leaves the conclusions unchanged: H1, H2, H3 and H6 remain significant at any conventional level (adjusted $p \le 6\times10^{-13}$) and H4 and H5 are not rejected (adjusted $p = 0.85$). The null results are therefore not artefacts of the number of tests, and the positive ones are not artefacts of selective reporting; every estimated specification, including failed and null ones, is retained in the experiment log.
16	16
17	17	\subsection{Identification threats}
18	18

modified paper/tables/tab03_descriptives.tex +1 −1

		@@ -19,7 +19,7 @@ Vehicle age at entry, mean (years) & 5.7 & 5.5 \\
19	19	\addlinespace
20	20	\multicolumn{3}{l}{\textit{Body type, top 5 (\% of listings)}} \\
21	21	\quad SUV & 56.7 & 57.1 \\
22		−\quad Sedan & 20.8 & 20.7 \\
	22	+\quad Sedan & 20.7 & 20.7 \\
23	23	\quad Pickup & 10.6 & 10.3 \\
24	24	\quad Hatchback & 4.2 & 4.4 \\
25	25	\quad Van & 3.1 & 3.0 \\

modified paper/tables/tab04_hedonic.tex +1 −1

		@@ -11,7 +11,7 @@ Battery electric & 0.056$^{***}$ & 0.060$^{***}$ & 0.059$^{***}$ & 0.099$^{***}$
11	11	& (0.011) & (0.011) & (0.011) & (0.023) & (0.019) & (0.014) \\
12	12	Hybrid & 0.072$^{***}$ & 0.075$^{***}$ & 0.074$^{***}$ & 0.047$^{***}$ & 0.044$^{***}$ & 0.031$^{***}$ \\
13	13	& (0.008) & (0.008) & (0.008) & (0.013) & (0.011) & (0.010) \\
14		−Plug-in hybrid & 0.106$^{***}$ & 0.118$^{***}$ & 0.117$^{***}$ & 0.134 & 0.031$^{***}$ & 0.033$^{***}$ \\
	14	+Plug-in hybrid & 0.106$^{***}$ & 0.118$^{***}$ & 0.117$^{***}$ & 0.135 & 0.031$^{***}$ & 0.033$^{***}$ \\
15	15	& (0.017) & (0.019) & (0.019) & (0.719) & (0.012) & (0.011) \\
16	16	Diesel & 0.079$^{***}$ & 0.091$^{***}$ & 0.090$^{***}$ & -0.011 & 0.057$^{***}$ & 0.047$^{***}$ \\
17	17	& (0.010) & (0.009) & (0.009) & (0.014) & (0.015) & (0.013) \\

modified paper/tables/tab04b_hedonic_tests.tex +5 −5

		@@ -2,11 +2,11 @@
2	2	\toprule
3	3	Test & $\chi^2$ & df & $p$ \\
4	4	\midrule
5		−H1: nonlinear age terms = 0 (A2) & 340.0 & 6 & 2.12e-70 \\
6		−H1: nonlinear mileage terms = 0 (A2) & 412.9 & 6 & 4.77e-86 \\
7		−H1: all nonlinear terms = 0 (A2) & 663.8 & 12 & 2.45e-134 \\
8		−H1: age $\times$ mileage tensor = 0 (A2t) & 662.6 & 49 & 1.88e-108 \\
9		−H1: age profile $\times$ powertrain = 0 (A3) & 312.2 & 35 & 3.27e-46 \\
	5	+H1: nonlinear age terms = 0 (A2) & 340.1 & 6 & 2.01e-70 \\
	6	+H1: nonlinear mileage terms = 0 (A2) & 412.8 & 6 & 5.06e-86 \\
	7	+H1: all nonlinear terms = 0 (A2) & 663.6 & 12 & 2.73e-134 \\
	8	+H1: age $\times$ mileage tensor = 0 (A2t) & 661.2 & 49 & 3.69e-108 \\
	9	+H1: age profile $\times$ powertrain = 0 (A3) & 312.1 & 35 & 3.37e-46 \\
10	10	H4: region effects = 0 (A4) & 14.9 & 16 & 0.534 \\
11	11	\bottomrule
12	12	\end{tabular}

modified paper/tables/tab05_hazards.tex +17 −17

		@@ -5,28 +5,28 @@
5	5	& cloglog & Cox & cloglog & Cox & log(\%) \\
6	6	\midrule
7	7	log(1 + competitors within 25 km) & 0.019 & 0.114$^{***}$ & 0.033 & 0.050$^{*}$ & -0.027$^{**}$ \\
8		− & (0.016) & (0.025) & (0.030) & (0.029) & (0.011) \\
9		−Entry hedonic residual (relative price) & 0.256 & 0.716$^{***}$ & 0.180 & 0.129 & 2.224$^{***}$ \\
10		− & (0.186) & (0.206) & (0.225) & (0.209) & (0.221) \\
11		−Price position vs competitors at entry & 0.032 & 0.356$^{***}$ & -- & -0.155 & -- \\
12		− & (0.083) & (0.116) & & (0.125) & \\
	8	+ & (0.029) & (0.025) & (0.030) & (0.029) & (0.011) \\
	9	+Entry hedonic residual (relative price) & 0.744$^{***}$ & 0.716$^{***}$ & 0.180 & 0.129 & 2.224$^{***}$ \\
	10	+ & (0.223) & (0.206) & (0.225) & (0.209) & (0.221) \\
	11	+Price position vs competitors at entry & 0.379$^{***}$ & 0.356$^{***}$ & -- & -0.156 & -- \\
	12	+ & (0.113) & (0.116) & & (0.125) & \\
13	13	Current price position vs competitors & -- & -- & -0.159 & -- & -- \\
14	14	& & & (0.139) & & \\
15	15	Prior sustained cuts (count) & -- & -- & 0.033 & -- & -- \\
16	16	& & & (0.036) & & \\
17		−log entry price & -0.134$^{***}$ & 0.091 & -0.307$^{***}$ & -0.256$^{***}$ & -1.526$^{***}$ \\
18		− & (0.049) & (0.079) & (0.111) & (0.095) & (0.117) \\
19		−log mileage & -0.079$^{***}$ & 0.106$^{***}$ & -0.512$^{***}$ & -0.490$^{***}$ & -0.194$^{***}$ \\
20		− & (0.024) & (0.039) & (0.070) & (0.070) & (0.018) \\
21		−Vehicle age at entry (years) & 0.013$^{**}$ & -0.010 & 0.034$^{**}$ & 0.038$^{***}$ & -0.069$^{***}$ \\
22		− & (0.006) & (0.012) & (0.015) & (0.014) & (0.010) \\
23		−Own-dealer same-model stock & 0.000 & -- & 0.009 & -- & -- \\
24		− & (0.002) & & (0.006) & & \\
	17	+log entry price & 0.007 & 0.091 & -0.307$^{***}$ & -0.255$^{***}$ & -1.526$^{***}$ \\
	18	+ & (0.091) & (0.079) & (0.111) & (0.095) & (0.117) \\
	19	+log mileage & 0.116$^{***}$ & 0.106$^{***}$ & -0.512$^{***}$ & -0.490$^{***}$ & -0.194$^{***}$ \\
	20	+ & (0.037) & (0.039) & (0.070) & (0.070) & (0.018) \\
	21	+Vehicle age at entry (years) & -0.022 & -0.010 & 0.034$^{**}$ & 0.038$^{***}$ & -0.069$^{***}$ \\
	22	+ & (0.013) & (0.012) & (0.015) & (0.014) & (0.010) \\
	23	+Own-dealer same-model stock & -0.000 & -- & 0.009 & -- & -- \\
	24	+ & (0.004) & & (0.006) & & \\
25	25	\midrule
26		−Listing-age bins (joint $\chi^2$, df 8) & 169.8 & -- & 103.5 & -- & -- \\
27		−Listing-days / listings & 318\,323 & 79\,699 & 1\,663\,764 & 79\,699 & 15\,692 \\
28		−Events & 15\,692 & 15\,692 & 43\,311 & 43\,311 & -- \\
	26	+Listing-age bins (joint $\chi^2$, df 8) & 157.0 & -- & 103.6 & -- & -- \\
	27	+Listing-days / listings & 1\,371\,918 & 79\,698 & 1\,663\,763 & 79\,698 & 15\,692 \\
	28	+Events & 15\,692 & 15\,692 & 43\,310 & 43\,310 & -- \\
29	29	Concordance / within $R^2$ & -- & 0.575 & -- & 0.648 & 0.233 \\
30		−PH test: covariates with $p<0.01$ & -- & 5 & -- & 9 & -- \\
	30	+PH test: covariates with $p<0.01$ & -- & 5 & -- & 8 & -- \\
31	31	\bottomrule
32	32	\end{tabular}

modified paper/tables/tab06_competition.tex +24 −24

		@@ -2,30 +2,30 @@
2	2	\toprule
3	3	& Main, 25 km & Cluster: region & 10 km & 50 km & Coarse FE & Placebo & + dealer $\times$ weekday FE & First cut, + dealer $\times$ weekday \\
4	4	\midrule
5		−$k=-7$ & 0.42 & 0.42 & 0.59 & 0.40 & 0.35 & -0.04 & 0.12 & -0.98 \\
6		− & (0.15) & (0.11) & (0.15) & (0.12) & (0.14) & (0.04) & (0.14) & (0.34) \\
7		−$k=-3$ & -0.04 & -0.04 & 0.09 & -0.07 & 0.04 & 0.07 & 0.00 & -0.84 \\
8		− & (0.06) & (0.09) & (0.12) & (0.05) & (0.06) & (0.04) & (0.05) & (0.20) \\
9		−$k=-1$ & -0.07 & -0.07 & -0.00 & -0.08 & 0.10 & -0.00 & -0.03 & -0.43 \\
10		− & (0.12) & (0.08) & (0.20) & (0.08) & (0.11) & (0.03) & (0.10) & (0.29) \\
11		−$k=0$ & 0.89 & 0.89 & 1.80 & 0.63 & 1.10 & 0.01 & 0.55 & 1.77 \\
12		− & (0.21) & (0.21) & (0.55) & (0.13) & (0.20) & (0.04) & (0.20) & (0.50) \\
13		−$k=+1$ & -0.11 & -0.11 & 0.11 & -0.20 & 0.07 & 0.04 & -0.01 & 0.31 \\
14		− & (0.20) & (0.12) & (0.44) & (0.17) & (0.20) & (0.04) & (0.18) & (0.45) \\
15		−$k=+2$ & -0.24 & -0.24 & -0.15 & -0.28 & -0.11 & -0.04 & -0.16 & -0.52 \\
16		− & (0.07) & (0.07) & (0.11) & (0.06) & (0.06) & (0.04) & (0.07) & (0.20) \\
17		−$k=+3$ & -0.08 & -0.08 & 0.12 & -0.10 & 0.04 & -0.04 & -0.03 & 0.07 \\
18		− & (0.08) & (0.08) & (0.10) & (0.07) & (0.08) & (0.04) & (0.06) & (0.23) \\
19		−$k=+7$ & 0.45 & 0.45 & 0.66 & 0.54 & 0.42 & 0.10 & 0.17 & 0.65 \\
20		− & (0.08) & (0.08) & (0.17) & (0.06) & (0.08) & (0.06) & (0.06) & (0.20) \\
21		−$k=+14$ & 0.59 & 0.59 & 0.81 & 0.55 & 0.57 & 0.09 & 0.33 & 1.04 \\
22		− & (0.11) & (0.09) & (0.22) & (0.09) & (0.11) & (0.08) & (0.09) & (0.33) \\
	5	+$k=-7$ & 0.42 & 0.42 & 0.59 & 0.40 & 0.35 & -0.05 & 0.12 & 0.12 \\
	6	+ & (0.15) & (0.11) & (0.15) & (0.12) & (0.14) & (0.04) & (0.14) & (0.11) \\
	7	+$k=-3$ & -0.04 & -0.04 & 0.09 & -0.07 & 0.04 & 0.07 & 0.00 & 0.00 \\
	8	+ & (0.06) & (0.09) & (0.12) & (0.05) & (0.06) & (0.04) & (0.05) & (0.05) \\
	9	+$k=-1$ & -0.07 & -0.07 & -0.00 & -0.08 & 0.10 & -0.01 & -0.03 & 0.01 \\
	10	+ & (0.12) & (0.08) & (0.20) & (0.08) & (0.11) & (0.03) & (0.10) & (0.09) \\
	11	+$k=0$ & 0.89 & 0.89 & 1.80 & 0.63 & 1.10 & 0.01 & 0.55 & 0.49 \\
	12	+ & (0.21) & (0.21) & (0.55) & (0.13) & (0.20) & (0.04) & (0.20) & (0.17) \\
	13	+$k=+1$ & -0.11 & -0.11 & 0.11 & -0.20 & 0.07 & 0.03 & -0.01 & 0.06 \\
	14	+ & (0.20) & (0.12) & (0.44) & (0.17) & (0.20) & (0.04) & (0.18) & (0.15) \\
	15	+$k=+2$ & -0.24 & -0.24 & -0.15 & -0.28 & -0.11 & -0.04 & -0.16 & -0.11 \\
	16	+ & (0.07) & (0.07) & (0.11) & (0.06) & (0.06) & (0.04) & (0.07) & (0.06) \\
	17	+$k=+3$ & -0.08 & -0.08 & 0.12 & -0.10 & 0.04 & -0.04 & -0.03 & 0.02 \\
	18	+ & (0.08) & (0.08) & (0.10) & (0.07) & (0.08) & (0.04) & (0.06) & (0.06) \\
	19	+$k=+7$ & 0.45 & 0.45 & 0.66 & 0.54 & 0.42 & 0.07 & 0.17 & 0.16 \\
	20	+ & (0.08) & (0.08) & (0.17) & (0.06) & (0.08) & (0.06) & (0.06) & (0.07) \\
	21	+$k=+14$ & 0.59 & 0.59 & 0.81 & 0.55 & 0.57 & 0.08 & 0.33 & 0.33 \\
	22	+ & (0.11) & (0.09) & (0.22) & (0.09) & (0.11) & (0.08) & (0.09) & (0.11) \\
23	23	\midrule
24		−Sum of leads $k=-7..-1$ & 0.37 & 0.37 & 0.90 & 0.24 & 0.69 & 0.05 & 0.50 & -5.14 \\
25		−\quad joint $p$ & 3.2e-05 & 1.5e-13 & 3.7e-06 & 3.8e-07 & 0.00087 & 0.22 & 2.5e-05 & 6.7e-08 \\
26		−Sum of lags $k=0..7$ & 0.95 & 0.95 & 2.92 & 0.73 & 1.70 & -0.03 & 0.71 & 3.29 \\
27		−\quad joint $p$ & 4.3e-13 & 1.3e-147 & 2.9e-08 & 3e-21 & 6.5e-18 & 0.18 & 0.00021 & 3.5e-09 \\
28		−Daily base rate (\%) & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 4.93 \\
29		−Listing-days & 1\,663\,764 & 1\,663\,764 & 1\,663\,764 & 1\,663\,764 & 1\,663\,764 & 1\,663\,764 & 1\,663\,764 & 318\,323 \\
	24	+Sum of leads $k=-7..-1$ & 0.37 & 0.37 & 0.90 & 0.24 & 0.69 & 0.04 & 0.50 & 0.42 \\
	25	+\quad joint $p$ & 3.2e-05 & 1.5e-13 & 3.7e-06 & 3.8e-07 & 0.00087 & 0.26 & 2.5e-05 & 4.4e-06 \\
	26	+Sum of lags $k=0..7$ & 0.95 & 0.95 & 2.92 & 0.73 & 1.70 & -0.03 & 0.71 & 0.85 \\
	27	+\quad joint $p$ & 4.3e-13 & 1.2e-147 & 2.9e-08 & 3e-21 & 6.5e-18 & 0.42 & 0.00021 & 5.5e-05 \\
	28	+Daily base rate (\%) & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 1.44 & 1.14 \\
	29	+Listing-days & 1\,663\,763 & 1\,663\,763 & 1\,663\,763 & 1\,663\,763 & 1\,663\,763 & 1\,663\,763 & 1\,663\,763 & 1\,371\,918 \\
30	30	\bottomrule
31	31	\end{tabular}

modified paper/tables/tab07_amli.tex +5 −5

		@@ -3,17 +3,17 @@
3	3	Component & Equal & PCA loading & Supervised & Leave-one-out corr. \\
4	4	\midrule
5	5	Exit intensity & 0.20 & +0.41 & -- & 0.94 \\
6		−Markdown frequency & 0.20 & +0.35 & +0.0012 & 0.91 \\
7		−Markdown depth & 0.20 & -0.51 & -0.0039 & 0.95 \\
8		−Residual dispersion (sign reversed) & 0.20 & +0.52 & -0.0016 & 0.91 \\
	6	+Markdown frequency & 0.20 & +0.35 & +0.0011 & 0.91 \\
	7	+Markdown depth & 0.20 & -0.50 & -0.0039 & 0.95 \\
	8	+Residual dispersion (sign reversed) & 0.20 & +0.51 & -0.0015 & 0.91 \\
9	9	Arrival rate & 0.20 & +0.44 & +0.0015 & 0.94 \\
10	10	\midrule
11	11	PCA first-component share & \multicolumn{4}{c}{0.56} \\
12	12	Corr(equal, PCA) / Corr(equal, supervised) & \multicolumn{4}{c}{0.85 / 0.68} \\
13	13	Leave-exit-out AMLI $\to$ next-week exit (region FE) & \multicolumn{4}{c}{0.96 pp [0.69, 1.24], $n$ = 68} \\
14		−\quad + lagged exit & \multicolumn{4}{c}{1.03 pp [0.70, 1.35], $n$ = 68} \\
	14	+\quad + lagged exit & \multicolumn{4}{c}{1.02 pp [0.70, 1.35], $n$ = 68} \\
15	15	\quad pooled OLS & \multicolumn{4}{c}{0.98 pp [0.59, 1.36], $n$ = 68} \\
16	16	Price-tier markets: PCA share / held-out slope & \multicolumn{4}{c}{0.44 / 0.46 pp [-0.64, 1.55]} \\
17		−Body-type markets: PCA share / held-out slope & \multicolumn{4}{c}{0.46 / 0.46 pp [0.06, 0.86]} \\
	17	+Body-type markets: PCA share / held-out slope & \multicolumn{4}{c}{0.46 / 0.44 pp [0.05, 0.82]} \\
18	18	\bottomrule
19	19	\end{tabular}

modified paper/tables/tab08_prediction.tex +9 −9

		@@ -3,17 +3,17 @@
3	3	Target & Split & Model & Log loss [95\% CI] & Brier & AUC & $n_{\text{test}}$ & Base rate \\
4	4	\midrule
5	5	Markdown $\le$ 30 d & Chronological & Logistic & 0.428 [0.417, 0.438] & 0.135 & 0.748 & 12\,953 & 0.193 \\
6		− & & LightGBM & 0.405 [0.395, 0.415] & 0.128 & 0.785 & 12\,953 & 0.193 \\
	6	+ & & LightGBM & 0.406 [0.395, 0.416] & 0.129 & 0.784 & 12\,953 & 0.193 \\
7	7	Markdown $\le$ 30 d & Dealer holdout & Logistic & 0.476 [0.469, 0.483] & 0.150 & 0.580 & 44\,003 & 0.184 \\
8		− & & LightGBM & 0.494 [0.486, 0.502] & 0.153 & 0.582 & 44\,003 & 0.184 \\
9		−Markdown $\le$ 30 d & Region LORO & Logistic & 0.508 [0.500, 0.516] & 0.163 & 0.605 & 28\,947 & 0.198 \\
10		− & & LightGBM & 0.526 [0.516, 0.537] & 0.166 & 0.583 & 28\,947 & 0.198 \\
	8	+ & & LightGBM & 0.484 [0.477, 0.492] & 0.151 & 0.578 & 44\,003 & 0.184 \\
	9	+Markdown $\le$ 30 d & Region LORO & Logistic & 0.508 [0.500, 0.516] & 0.163 & 0.606 & 28\,947 & 0.198 \\
	10	+ & & LightGBM & 0.529 [0.518, 0.539] & 0.167 & 0.581 & 28\,947 & 0.198 \\
11	11	\addlinespace
12	12	Exit $\le$ 30 d & Chronological & Logistic & 0.609 [0.603, 0.616] & 0.212 & 0.705 & 12\,953 & 0.592 \\
13		− & & LightGBM & 0.585 [0.580, 0.591] & 0.204 & 0.727 & 12\,953 & 0.592 \\
14		−Exit $\le$ 30 d & Dealer holdout & Logistic & 0.695 [0.694, 0.697] & 0.251 & 0.567 & 44\,003 & 0.593 \\
15		− & & LightGBM & 0.681 [0.678, 0.683] & 0.244 & 0.608 & 44\,003 & 0.593 \\
16		−Exit $\le$ 30 d & Region LORO & Logistic & 0.690 [0.687, 0.693] & 0.248 & 0.584 & 28\,947 & 0.601 \\
17		− & & LightGBM & 0.689 [0.684, 0.692] & 0.247 & 0.607 & 28\,947 & 0.601 \\
	13	+ & & LightGBM & 0.585 [0.580, 0.592] & 0.204 & 0.727 & 12\,953 & 0.592 \\
	14	+Exit $\le$ 30 d & Dealer holdout & Logistic & 0.695 [0.694, 0.697] & 0.251 & 0.566 & 44\,003 & 0.593 \\
	15	+ & & LightGBM & 0.682 [0.680, 0.684] & 0.244 & 0.606 & 44\,003 & 0.593 \\
	16	+Exit $\le$ 30 d & Region LORO & Logistic & 0.690 [0.688, 0.693] & 0.248 & 0.584 & 28\,947 & 0.601 \\
	17	+ & & LightGBM & 0.680 [0.675, 0.684] & 0.243 & 0.613 & 28\,947 & 0.601 \\
18	18	\bottomrule
19	19	\end{tabular}

added paper/tables/tab09_robustness.tex +40 −0

		@@ -0,0 +1,40 @@
	1	+\begin{tabular}{llrrr}
	2	+\toprule
	3	+Check & Quantity & Baseline & Variant & Change \\
	4	+\midrule
	5	+\multicolumn{5}{l}{\textit{Hedonic (Model A2 splines, make--model FE, dealer-clustered)}} \\
	6	++ sampled portals (autotrader, cargurus) & age slope (log \$/yr) & -0.0851 (0.0009) & -0.0865 (0.0006) & -0.0015 \\
	7	++ sampled portals & H4 region joint $p$ (A4 trim FE / A2) & 0.534 / 0.004 & 0.014 / $<$0.001 & flips \\
	8	++ Kijiji private sellers & age slope (log \$/yr) & -0.0851 (0.0009) & -0.0879 (0.0013) & -0.0028 \\
	9	++ Kijiji private sellers & H4 region joint $p$ (A4 trim FE / A2) & 0.534 / 0.004 & 0.407 / 0.002 & same \\
	10	+Price filter 1\,000--500\,000\,\$ & age slope (log \$/yr) & -0.0851 (0.0009) & -0.0857 (0.0009) & -0.0007 \\
	11	+Price filter 1\,000--500\,000\,\$ & H4 region joint $p$ (A4 trim FE / A2) & 0.534 / 0.004 & 0.539 / 0.007 & same \\
	12	+Reweighted to otogo make--model--year mix & age slope (log \$/yr) & -0.0851 (0.0009) & -0.0846 (0.0009) & +0.0005 \\
	13	+Reweighted to otogo make--model--year mix & H4 region joint $p$ (A4 trim FE / A2) & 0.534 / 0.004 & 0.475 / 0.014 & same \\
	14	+Heterogeneity: powertrain & age slope: ICE vs BEV & -0.0852 (0.0009) & -0.0942 (0.0031) & -0.0090 \\
	15	+Heterogeneity: model-year band & age slope: $\leq$2015 vs 2021+ & -0.0934 (0.0027) & -0.0751 (0.0019) & +0.0183 \\
	16	+Heterogeneity: body & km slope: SUV vs Pickup & -0.0306 (0.0004) & -0.0255 (0.0009) & +0.0051 \\
	17	+Heterogeneity: source class & age slope: direct\_dealer vs full\_portal & -0.0854 (0.0015) & -0.0844 (0.0011) & +0.0010 \\
	18	+\addlinespace
	19	+\multicolumn{5}{l}{\textit{Hazards (cloglog, dealer-clustered; $\leq$800k listing-day subsample)}} \\
	20	+Markdown $\geq$2\,\%/200\,\$ & B: coef.\ ldens & 0.017 (0.030) & -0.022 (0.029) & -0.040 \\
	21	+Markdown $\geq$0.5\,\%/50\,\$ & B: coef.\ ldens & 0.017 (0.030) & 0.029 (0.029) & +0.012 \\
	22	+Transient rule 24\,h & B: coef.\ ldens & 0.017 (0.030) & 0.007 (0.029) & -0.010 \\
	23	+Transient rule 72\,h & B: coef.\ ldens & 0.017 (0.030) & 0.022 (0.030) & +0.005 \\
	24	+Exit confirmation 3\,d & C: coef.\ resid\_A2 & 0.211 (0.234) & 0.151 (0.227) & -0.060 \\
	25	+Exit confirmation 14\,d & C: coef.\ resid\_A2 & 0.211 (0.234) & 0.202 (0.242) & -0.008 \\
	26	+S2L (left-censored stock included) & C: coef.\ resid\_A2 & 0.211 (0.234) & -0.395 (0.166) & -0.605 \\
	27	+S2L (left-censored stock included) & C: coef.\ ldens & 0.033 (0.030) & 0.057 (0.023) & +0.023 \\
	28	+\addlinespace
	29	+\multicolumn{5}{l}{\textit{AMLI (leave-exit-out index $\to$ next-week exit intensity, region FE)}} \\
	30	+Rank standardisation & slope $\hat\beta$ (s.e.) & 0.0096 (0.0013) & 0.0046 (0.0029) & -0.0051 \\
	31	+Min.\ 100 listing-days per cell & slope $\hat\beta$ (s.e.) & 0.0096 (0.0013) & 0.0096 (0.0013) & +0.0000 \\
	32	+Two-week aggregation & slope $\hat\beta$ (s.e.) & 0.0096 (0.0013) & -0.0001 (0.0051) & -0.0097 \\
	33	+Leave-one-component-out (min: drop mdfreq) & slope $\hat\beta$ (s.e.) & 0.0096 (0.0013) & 0.0057 (0.0019) & -0.0039 \\
	34	+Leave-one-component-out (max: drop arrival) & slope $\hat\beta$ (s.e.) & 0.0096 (0.0013) & 0.0082 (0.0012) & -0.0014 \\
	35	+Province vs region aggregation & corr.\ equal-weight index (weekly) & 1.000 & 0.852 & -- \\
	36	+\addlinespace
	37	+\multicolumn{5}{l}{\textit{Multiple testing (six primary tests)}} \\
	38	+Holm correction & tests rejected at 5\,\% (raw $\to$ Holm) & 4 & 4 & 0 lost \\
	39	+\bottomrule
	40	+\end{tabular}

added results/_pre_final_backup/amli/bootstrap_region_week.csv +154 −0

		@@ -0,0 +1,154 @@
	1	+region,week,amli_equal_lo,amli_equal_hi,amli_pca_lo,amli_pca_hi
	2	+(missing),2,-1.8963004890495543,-1.0618171225647697,-2.7224834166000984,-0.9295940403397212
	3	+(missing),3,-1.8963004890495543,-0.369093463761434,-2.4493440036241436,-0.9295940403397212
	4	+(missing),4,-1.8013585676141721,-0.5253580768853914,-2.1887747944985256,-0.42526194012438984
	5	+(missing),5,-1.8963004890495543,-1.210318679536,-2.6725153769211283,-0.9295940403397212
	6	+(missing),6,-1.8963004890495543,0.19176740829779135,-3.1879105619924166,-0.9295940403397212
	7	+(missing),7,-1.8963004890495543,-0.23140683125479858,-2.8892898870556474,-0.9295940403397212
	8	+(missing),8,-1.8963004890495543,-1.2360248465539567,-2.5500937833588417,-0.9295940403397212
	9	+(missing),9,-1.8963004890495543,-0.8737910577509764,-2.6989292269484135,-0.9295940403397212
	10	+(missing),10,-1.8963004890495543,-0.44530586920908466,-2.90768934012742,-0.9295940403397212
	11	+Abitibi-Témiscamingue,2,-0.5128322047512799,0.7243220366123297,-0.7811151793779147,0.8663629274645919
	12	+Abitibi-Témiscamingue,3,-0.5755747546209491,0.06200388641814904,-0.9962071360376307,-0.016221784905515704
	13	+Abitibi-Témiscamingue,4,-0.5464447757484658,0.40717389348483846,-0.6293339958284011,0.4692881337116225
	14	+Abitibi-Témiscamingue,5,-0.6724767770058514,0.26182010141186524,-1.1149080942120677,0.19550078659413914
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added results/_pre_final_backup/amli/index_body_filled_week.csv +73 −0

		@@ -0,0 +1,73 @@
	1	+body_filled,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
	2	+Convertible,2,4389.0,117.0,95.0,87.0,0.0,0.026657552973342446,0.021645021645021644,0.019822282980177717,3.885877901625933,0.31575925855462256,0.9479135624764181,1.6074783342422068,1.4837949062170404,-2.4261142007082754,-0.38993344373980654,0.2446278316975167,-0.39384416535993555,0.015454545454545455,-0.8485676119243806
	3	+Convertible,3,4400.0,68.0,75.0,84.0,0.0,0.015454545454545455,0.017045454545454544,0.019090909090909092,3.448870494912916,0.30796261532839175,-1.1511183328056134,0.1896625960810613,0.7863108326929907,-2.2763116074564858,-0.5351637002405069,-0.5973240423457107,-0.9541082051345168,0.021621621621621623,-1.0363915118477323
	4	+Convertible,4,4440.0,96.0,108.0,94.0,0.07342342342342342,0.021621621621621623,0.024324324324324326,0.02117117117117117,3.2259625474141354,0.29919299801083293,0.004365099085949941,2.4333729073141366,0.43053941817224145,-2.107814553291393,-0.12208223816198006,0.12767612662379096,-0.6892216364340734,0.015946383175410216,-0.9457800874136583
	5	+Convertible,5,4327.0,69.0,99.0,59.0,0.2810261150912873,0.015946383175410216,0.022879593251675524,0.013635313149988445,3.7515138983251117,0.30537812654663765,-1.0589660190929102,1.9880348118214783,1.269343730063865,-2.226653939341782,-1.6184914064789733,-0.3293465646056644,-1.329067289837593,0.017527885272023674,-0.9715415887367721
	6	+Convertible,6,4393.0,77.0,93.0,92.0,0.5872979740496244,0.017527885272023674,0.021170043250625995,0.020942408376963352,2.6328260755094517,0.2999462878945942,-0.7626506468433408,1.4610663288767356,-0.5161338789497933,-2.122288061284952,-0.16750808637463868,-0.42150286891519784,-0.9433194307428409,0.014407924358397118,-1.2726814054346718
	7	+Convertible,7,4442.0,64.0,61.0,69.0,0.6019810895992797,0.014407924358397118,0.013732552904097254,0.015533543448896894,2.9416090601559053,0.30537812654663765,-1.3472166625982465,-0.8315387440490424,-0.02330192539996039,-2.226653939341782,-1.2415563295601675,-1.1340535201898398,-1.203826911006056,0.012940651494868362,-1.380919630771236
	8	+Convertible,8,4482.0,58.0,72.0,61.0,0.6124497991967871,0.012940651494868362,0.01606425702811245,0.013609995537706381,2.9445856520662104,0.30089092950273816,-1.6221296745248315,-0.11279136365423621,-0.01855114676571698,-2.1404381495328546,-1.6235187712504806,-1.103485821145624,-1.4318217781039,0.01584749655489205,-1.3703815916834607
	9	+Convertible,9,4354.0,69.0,62.0,51.0,0.6414790996784566,0.01584749655489205,0.01423977951309141,0.011713367018833257,2.5360163537569846,0.30263144743459824,-1.077493737666339,-0.6751862322846831,-0.6706466813586164,-2.1738799901081265,-2.0001357797656953,-1.3194684842366922,-1.4160153431755569,0.01870952266730631,-1.6538152649018938
	10	+Convertible,10,4169.0,78.0,83.0,69.0,0.6521947709282802,0.01870952266730631,0.019908851043415686,0.016550731590309425,2.7572004690672998,0.30813594899724006,-0.5412552244806702,1.0723040559234256,-0.3176265828989065,-2.279641993667306,-1.0395714120584785,-0.621158231436387,-1.1173996717486891,,-1.4264016941456263
	11	+Coupe,2,5365.0,104.0,97.0,124.0,0.0,0.01938490214352283,0.018080149114631874,0.023112767940354148,3.0303030303030303,0.23368906626520453,-0.41471393102721543,0.5086070125039797,0.11825776133519471,-0.8492397334676584,0.2634641984100914,-0.0747249384491216,-0.2721532468944504,0.013481934208161064,-0.36526441180347785
	12	+Coupe,3,5563.0,75.0,78.0,101.0,0.0,0.013481934208161064,0.014021211576487507,0.018155671400323568,3.2299665862470905,0.22876813895690676,-1.52071318634879,-0.7425597597637338,0.43693004971042054,-0.7546903677218398,-0.7208755662037332,-0.6603817660655352,-0.7129642662126544,0.020761245674740483,-0.38448792117828445
	13	+Coupe,4,5491.0,114.0,97.0,76.0,0.06301220178473867,0.020761245674740483,0.017665270442542343,0.01384083044982699,2.4392888117953166,0.23339798193528172,-0.1568377342966808,0.3807207358212685,-0.8250283210128329,-0.8436469179171543,-1.5776814587780366,-0.6044947392366872,-0.8207343064092152,0.015244469232199293,-0.9120058038930453
	14	+Coupe,5,5379.0,82.0,92.0,90.0,0.3218070273284997,0.015244469232199293,0.017103550845882134,0.016731734523145567,2.786235013128243,0.2286605676864694,-1.190478896511841,0.2075707703270522,-0.271286105018084,-0.7526235224394121,-1.0036293272385528,-0.6020894161761675,-0.8541366597335346,0.016602102933038185,-0.6177674034116649
	15	+Coupe,6,5421.0,90.0,101.0,86.0,0.6244235380926029,0.016602102933038185,0.018631248847076187,0.01586423169156982,2.7813555191979673,0.22804789450770496,-0.9361082344026513,0.6784834067475776,-0.27907400346315436,-0.7408517857661285,-1.1758909578401282,-0.49068831494489695,-0.8688649585544592,0.016345270890725436,-0.6269983745257127
	16	+Coupe,7,5445.0,89.0,89.0,98.0,0.6409550045913682,0.016345270890725436,0.016345270890725436,0.017998163452708906,3.1252441596999767,0.23638047719631905,-0.9842291204808189,-0.026168890619404903,0.2697882037476794,-0.9009517748280635,-0.7521522086551764,-0.4787427581671569,-0.6809846184802064,0.015485516487520496,-0.5008732292140793
	17	+Coupe,8,5489.0,85.0,68.0,91.0,0.6212424849699398,0.015485516487520496,0.012388413190016396,0.01657861176899253,2.411393165072237,0.23097040369512434,-1.1453154994204384,-1.2458695712024557,-0.8695510659620475,-0.7970040864901996,-1.0340351937700711,-1.0183550833690425,-0.8029483611952164,0.014429223744292237,-0.8629079574406787
	18	+Coupe,9,5475.0,79.0,85.0,77.0,0.629406392694064,0.014429223744292237,0.015525114155251141,0.014063926940639269,2.7617248277394975,0.22370919347620993,-1.3432259404400437,-0.2789820580637424,-0.31040549678390467,-0.6574891581579417,-1.5333807788378848,-0.8246966864567036,-0.9926374404457637,0.012382739212007506,-0.6648283622651993
	19	+Coupe,10,5330.0,66.0,108.0,78.0,0.6424015009380863,0.012382739212007506,0.02026266416510319,0.014634146341463415,2.5495374737214362,0.22547655446482617,-1.7266619328964925,1.181366887585058,-0.6490663472806489,-0.6914467539622521,-1.4201512650987769,-0.6611918823306225,-1.2340146315774017,,-0.7366046540589101
	20	+Hatchback,2,12519.0,398.0,178.0,361.0,0.0,0.031791676651489735,0.014218388050163752,0.02883616902308491,2.6070539474786445,0.1317167624928927,1.909859659243038,-0.6817801469172101,-0.5572673896550602,1.1100285184844632,1.3999704635333752,0.6361622209377211,1.210554065061667,0.02232917784440587,0.597710023142762
	21	+Hatchback,3,12674.0,283.0,144.0,365.0,0.0,0.02232917784440587,0.01136184314344327,0.028799116301088844,2.598803349157298,0.1289561787646008,0.13693513234152854,-1.5623096049815446,-0.5704357269367268,1.163069627252338,1.3926128364721753,0.11197445282955405,0.78784112927662,0.026649056017403465,0.6001640870355662
	22	+Hatchback,4,12871.0,343.0,213.0,346.0,0.10706238831481625,0.026649056017403465,0.01654883070468495,0.02688213814000466,2.777932107339297,0.12854477866214875,0.9463215451990217,0.03657838573104037,-0.2845379274421455,1.170974157499923,1.0119549621270838,0.5762582246229847,0.8070228311062401,0.030748871243966993,0.6761189175483474
	23	+Hatchback,5,12846.0,395.0,233.0,336.0,0.31620737972909857,0.030748871243966993,0.018137941771757746,0.026156001868285848,2.941349491146538,0.13342694772461947,1.7144762492711894,0.5264215887563674,-0.023716209568221812,1.0771694822018152,0.8677647489631404,0.8324231719248582,0.9485507100231074,0.028426312771360696,0.6976002597538621
	24	+Hatchback,6,12207.0,347.0,281.0,314.0,0.46334070615220774,0.028426312771360696,0.02301957893012206,0.025722945850741377,2.708443972384493,0.13288592406667307,1.2793141461949935,2.0311853722377715,-0.3954442111466087,1.0875645643697753,0.7817720201687774,0.9568783783649419,0.6379176540019882,0.02758506772381896,0.6123682511944669
	25	+Hatchback,7,12108.0,334.0,183.0,308.0,0.48265609514370666,0.02758506772381896,0.015113974231912785,0.025437727122563595,3.0321406913280775,0.1325874904635641,1.1216957402825276,-0.4057158661106675,0.12119075349463433,1.0932985868666352,0.7251356134555363,0.5311209655977331,0.8348693221554151,0.024398312794640643,0.708791224732157
	26	+Hatchback,8,12091.0,295.0,230.0,294.0,0.4858986022661484,0.024398312794640643,0.019022413365313042,0.024315606649574065,2.9630340350477353,0.1321862831497429,0.5246149807124569,0.799059799734351,0.010893327433631878,1.101007275631538,0.5023140901442203,0.5875778947312396,0.4902620326757131,0.029273704873261072,0.6760875318516673
	27	+Hatchback,9,11717.0,343.0,228.0,286.0,0.5101988563625501,0.029273704873261072,0.01945890586327558,0.02440897840744218,2.73126903631066,0.13161103419598907,1.4380842841882573,0.9336085343878374,-0.359014351329325,1.112059953372105,0.5208550915992598,0.7291187024436269,0.7081968199130005,0.02010450801523337,0.574327718601107
	28	+Hatchback,10,11291.0,227.0,236.0,302.0,0.5058896466212027,0.02010450801523337,0.020901603046674343,0.026746966610574793,2.9689889739624,0.13034286047038196,-0.279886236390905,1.378319683881892,0.020397685913566766,1.136426300180252,0.9851137032597176,0.6480742273689046,0.36257620410204205,,0.7788922970940347
	29	+Pickup,2,37452.0,765.0,475.0,823.0,0.0,0.02042614546619673,0.012682900779664637,0.02197479440350315,2.381009071644563,0.1862798700748132,-0.21962319834897392,-1.1550938242118933,-0.918045487174882,0.06166773365994591,0.03749470309060689,-0.4387200145970393,-0.03794232513613939,0.016235306520478627,-0.27043121740621456
	30	+Pickup,3,37942.0,616.0,554.0,701.0,0.0,0.016235306520478627,0.014601233461599283,0.018475567972168046,2.3984052189984744,0.18526478223837797,-1.004832402242915,-0.563768117118327,-0.8902804298013832,0.08117135667616263,-0.6573531163810754,-0.6070125417735076,-0.5048423269973322,0.023011022305803687,-0.3349752704869392
	31	+Pickup,4,38286.0,881.0,701.0,869.0,0.09282766546518309,0.023011022305803687,0.018309564853993626,0.02269759180901635,2.4393549261417538,0.186902298955395,0.26468772642789784,0.5793243732485552,-0.8249227994519555,0.04970855357174272,0.1810219114596328,0.04996395305117463,0.004553073185066653,0.0205703233226169,-0.1875658006695477
	32	+Pickup,5,38259.0,787.0,602.0,779.0,0.36153584777437986,0.0205703233226169,0.01573485977155702,0.02036122219608458,2.5460184623605855,0.18346107993129881,-0.19260956663342302,-0.2143280092431974,-0.6546828524955262,0.11582720473980664,-0.28291529377179137,-0.24574170348082625,-0.16083708244338665,0.022150402017972567,-0.18382677631223923
	33	+Pickup,6,38058.0,843.0,573.0,823.0,0.5548636291975406,0.022150402017972567,0.015055967207945766,0.021624888328340953,2.3893283808639443,0.18454268054050096,0.10343911253084086,-0.42359652090360866,-0.9047674841156549,0.09504562330536573,-0.03198678892406727,-0.23237321162142482,-0.01759031673762546,0.01850250281730744,-0.2412709978229031
	34	+Pickup,7,38157.0,706.0,681.0,770.0,0.5635663181067694,0.01850250281730744,0.017847315040490603,0.02017978352595854,2.22246916324036,0.18420194598164571,-0.5800431363315757,0.43683595067323855,-1.1710825282667516,0.10159240491970119,-0.3189439037456876,-0.30632824255021507,-0.39354397767914623,0.01897359399125906,-0.33943613011354024
	35	+Pickup,8,38211.0,725.0,658.0,669.0,0.5629269058648033,0.01897359399125906,0.017220172201722016,0.01750804742089974,2.230376500630731,0.18613747413328477,-0.4917779630688435,0.24351928246660529,-1.158462051338802,0.06440369074949472,-0.849475449283756,-0.43835849809506033,-0.5138224713399762,0.017698878804057662,-0.4340472030033335
	36	+Pickup,9,37460.0,663.0,541.0,571.0,0.5914308595835558,0.017698878804057662,0.014442071542979178,0.015242925787506674,2.532286654849329,0.187609165166121,-0.7306127430015328,-0.6128297501482587,-0.6765994536621718,0.036127017470082304,-1.2992648123575805,-0.6566359483398923,-0.5971365499654373,0.0148927449105069,-0.384344022922605
	37	+Pickup,10,36595.0,545.0,773.0,741.0,0.6103566060937287,0.0148927449105069,0.021123104249214375,0.02024866785079929,2.439083880094637,0.18989727805372048,-1.2563791084272613,1.44659739006264,-0.8253554015043502,-0.007836164410813924,-0.3052654168427661,-0.18964774022451028,-0.6554630067966689,,-0.2659621065904306
	38	+SUV,2,186133.0,5016.0,2427.0,4865.0,0.0,0.02694847232892609,0.013039063465371535,0.02613722445778019,2.550153009180551,0.14640063562571362,1.0024211583430085,-1.0453067398603013,-0.6480839241618946,0.8278965534259228,0.8640360840707106,0.20019262636348917,0.7504880546966678,0.019805568583976463,0.3367897668196072
	39	+SUV,3,187624.0,3716.0,2695.0,4302.0,0.0,0.019805568583976463,0.014363834051080885,0.02292883639619665,2.523501447617686,0.14572365401575677,-0.33589649969858315,-0.6369464430731417,-0.6906210515402674,0.8409038948948919,0.22694057386112657,-0.11912390511119479,0.14909456779826288,0.024983452037385157,0.25105644550007217
	40	+SUV,4,188845.0,4718.0,3350.0,4591.0,0.09084169557044136,0.024983452037385157,0.017739415923111547,0.024310942836717944,2.6319252533228057,0.14512459645992393,0.634248570767728,0.4035760669837234,-0.5175716329068454,0.8524140246734251,0.5013879882593922,0.3748110035554847,0.43956677158615703,0.026744951535814257,0.37294322419429066
	41	+SUV,5,186839.0,4997.0,3094.0,4583.0,0.3483426907658465,0.026744951535814257,0.016559711837464342,0.024529140061764407,2.564760194921775,0.14438634035868636,0.9642888411613895,0.039932492969761965,-0.6247701787722152,0.866598677637571,0.5447158119979836,0.3581531289988982,0.5683863633827154,0.02508628991246578,0.34516567028979106
	42	+SUV,6,184842.0,4637.0,3361.0,4563.0,0.5269960290410188,0.02508628991246578,0.018183096915203256,0.024685947998831434,2.5006251562890722,0.1442305099587034,0.653516609236423,0.5403406536705404,-0.7271326726659081,0.8695927607766294,0.5758534520692791,0.3824341606173927,0.43727001746599203,0.02244813818244944,0.3314491060992878
	43	+SUV,7,184336.0,4138.0,2925.0,4381.0,0.5349850273413767,0.02244813818244944,0.0158677632149987,0.023766383126464716,2.503764010483466,0.14387924129267315,0.15922392786434006,-0.1733605465041154,-0.7221229159064728,0.8763419418757967,0.39325376640590215,0.10666723474709014,0.30491447703004887,0.022064936887909906,0.2943116336269751
	44	+SUV,8,185226.0,4087.0,3405.0,3751.0,0.5341420750866509,0.022064936887909906,0.018382948398173043,0.02025093669355274,2.452803705523195,0.14412576222708615,0.08742608802514827,0.601944837654741,-0.8034579242969817,0.8716053553481901,-0.30481488857004796,0.09054069363220994,0.0077172431801511105,0.023003344221063586,0.18733442458135915
	45	+SUV,9,179713.0,4134.0,2841.0,3388.0,0.5563147908053396,0.023003344221063586,0.01580853917078898,0.01885228113714645,2.6333807341865487,0.14419526868202015,0.26324913551942003,-0.1916163475698275,-0.5152486179963763,0.8702698771308693,-0.5825484913052276,-0.031178888844228415,0.07316235947922789,0.01839443669199986,0.21751962492431262
	46	+SUV,10,173422.0,3190.0,3854.0,4218.0,0.5746964053003656,0.01839443669199986,0.022223247338861274,0.024322173657321446,2.5643327003181193,0.14479388300889875,-0.6002907567531064,1.7857163012483048,-0.6254524799712039,0.8587682634335293,0.503618112934189,0.38447188817834255,-0.036036194882775846,,0.37590376118039054
	47	+Sedan,2,57344.0,1774.0,742.0,1783.0,0.0,0.030936104910714284,0.012939453125,0.031093052455357144,3.2260145815859085,0.17088615282627717,1.7495569575286605,-1.076011609515457,0.4306224671218319,0.3574384514808152,1.8481239518795969,0.6619460436990895,1.2540253388535505,0.023509842924754783,0.5549176601971971
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	64	+Van,10,10861.0,158.0,209.0,207.0,0.638339011140779,0.014547463401160114,0.019243163612926988,0.01905901850658319,3.033980582524272,0.17136195321439002,-1.3210721740843172,0.8671060241930569,0.12412730511057879,0.34829655157064454,-0.5414962721432851,-0.10460771307066441,-0.5100000859928997,,0.16722754437245238
	65	+Wagon,2,1811.0,38.0,34.0,66.0,0.0,0.020982882385422418,0.018774157923799006,0.036443953616786304,3.7750713319166955,0.17516397031343012,-0.11531115992759276,0.7225351041611802,1.3069424858076557,0.275245623819113,2.9106622234623662,1.0200148554645445,0.9550014518396267,0.02598808879263671,0.9706634961259869
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	69	+Wagon,6,1785.0,59.0,36.0,56.0,0.5484593837535015,0.03305322128851541,0.020168067226890758,0.03137254901960784,3.5902010926289973,0.18981894055973847,2.1462267620942934,1.152207398251362,1.0118810163886096,-0.006331008998819501,1.9036240979919838,1.2415216531454858,1.1733003435686062,0.02962085308056872,0.6000825986735665
	70	+Wagon,7,1688.0,50.0,15.0,38.0,0.5983412322274881,0.02962085308056872,0.008886255924170616,0.022511848341232227,3.125976867771178,0.1820677759765295,1.5031271004414932,-2.325408923829551,0.2709576397855018,0.14259776991203393,0.14413848990818348,-0.052917584756467705,0.7253483427816964,0.01837109614206981,0.12440171425432274
	71	+Wagon,8,1633.0,30.0,24.0,24.0,0.6203306797305572,0.01837109614206981,0.014696876913655848,0.014696876913655848,3.256473335007578,0.1801116144151622,-0.6046639180380912,-0.5342860400788112,0.4792360491450808,0.18018292883355574,-1.4076947401617805,-0.3774451440600093,-0.44332078401253067,0.016219588271990017,0.03292089265777088
	72	+Wagon,9,1603.0,26.0,15.0,28.0,0.6406737367436057,0.016219588271990017,0.009357454772301934,0.017467248908296942,2.0834201425059375,0.17212349856865589,-1.0077774243595388,-2.1801619629260207,-1.393011209363603,0.33366442520066164,-0.8575768848655987,-1.0209726112628197,-0.4228589511047026,0.0189873417721519,-0.42100912605708507
	73	+Wagon,10,1580.0,30.0,25.0,29.0,0.6316455696202532,0.0189873417721519,0.015822784810126583,0.018354430379746836,4.167013917826486,0.17696944037234646,-0.4892021341644178,-0.18722513178455885,1.9325010168726338,0.24055581065000597,-0.6814076306006116,0.1630443861946103,-0.06089577899336372,,0.6200528613646569

added results/_pre_final_backup/amli/index_province_week.csv +10 −0

		@@ -0,0 +1,10 @@
	1	+market,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
	2	+Quebec,2,320250.0,8605.0,4275.0,8454.0,0.0,0.026869633099141296,0.013348946135831381,0.026398126463700235,2.679088373072267,0.1572800715430433,1.2491837138666295,-1.3791172055457157,0.7393416738080363,-2.2840143028365336,1.32750704655098,-0.06941981483132072,1.3997151164879655,0.01998474352758055,-1.5385253178530185
	3	+Quebec,3,323797.0,6471.0,4484.0,7542.0,0.0,0.01998474352758055,0.013848182657652789,0.023292371454954802,2.632271650434325,0.1562913594887413,-1.1062596342328173,-1.1669376866359207,-0.17841577632679595,-0.769009469117128,-0.054262430783467014,-0.6549769994192258,0.12165797867079571,0.025271711591082886,-0.3395682172300569
	4	+Quebec,4,325621.0,8229.0,5649.0,7984.0,0.08878420003623845,0.025271711591082886,0.017348389692311,0.024519303116199508,2.67022696929239,0.15556897979648654,0.7025063056350848,0.3206783274908188,0.5656298272841155,0.3378939217991366,0.4916070004850383,0.4836630765388388,0.21564623180650624,0.02615837154404222,0.09726795918580959
	5	+Quebec,5,323644.0,8466.0,5334.0,8001.0,0.3308419127189134,0.02615837154404222,0.016481071794935177,0.024721607692402763,2.678619261058233,0.15521567282504406,1.0058484677012793,-0.0479387230720188,0.7301455784479047,0.8792666775910071,0.5816135488881136,0.6297871099112572,0.2947606413468745,0.025278582850289825,0.48509961190771844
	6	+Quebec,6,320192.0,8094.0,5720.0,7860.0,0.5271587047771337,0.025278582850289825,0.017864281431141316,0.024547771337197682,2.6194631225264584,0.15550142350502857,0.7048570857926789,0.539936446979345,-0.4295038758422786,0.441410519641395,0.5042726868442401,0.3521945726830761,-0.04065091309979616,0.022268495143956523,0.10791044051520438
	7	+Quebec,7,318881.0,7101.0,5067.0,7438.0,0.5389784904086478,0.022268495143956523,0.015889940134407508,0.023325315713385242,2.627975563513798,0.15542561929452992,-0.3249475307353151,-0.2991744116901241,-0.2626328157857895,0.5575654151158176,-0.039605327881139664,-0.07375893419531017,-0.17587244392563836,0.02190472628442483,0.4032073799166777
	8	+Quebec,8,320844.0,7028.0,5678.0,6635.0,0.5372610988517784,0.02190472628442483,0.017697073967410954,0.02067983194324968,2.5293725309117026,0.15538276101416693,-0.4493993366101638,0.4688719361478901,-2.1955675168389814,0.623237216761514,-1.2165973044097698,-0.5538910009899022,-0.975585240038213,0.022987732184747915,0.5209556064048424
	9	+Quebec,9,312036.0,7173.0,4882.0,5940.0,0.5605923675473343,0.022987732184747915,0.015645630632362933,0.019036265046340806,2.7030679821597516,0.15543246156061966,-0.07888372886452168,-0.40300790612235476,1.209418681580559,0.547081001423836,-1.9478303107837505,-0.13464445255324636,-0.1841887666585369,0.018240766191660512,0.8134317952602429
	10	+Quebec,10,301961.0,5508.0,6408.0,7310.0,0.5777931587191724,0.018240766191660512,0.021221283543239027,0.024208424266709938,2.632271650434325,0.1560070952456019,-1.7029053425528475,1.9666892224480943,-0.17841577632679595,-0.33343098037929986,0.3532950910897579,0.021046442855781767,-0.6554826045899121,,-0.5497792581075893

added results/_pre_final_backup/amli/index_region_week.csv +154 −0

		@@ -0,0 +1,154 @@
	1	+region,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
	2	+(missing),2,746.0,2.0,2.0,5.0,0.0,0.002680965147453083,0.002680965147453083,0.006702412868632708,12.158080827608725,0.37907720463186767,-2.766524140628517,-1.6030598385938295,2.323463873826365,-4.436964246189289,-2.046844256737203,-1.705985721664495,-2.729717603678916,0.018387553041018388,-0.8575858914772412
	3	+(missing),3,707.0,13.0,2.0,5.0,0.0,0.018387553041018388,0.002828854314002829,0.007072135785007072,15.660123059491706,0.32553509990205287,-0.45837569785442545,-1.5817144263050473,3.296729500127968,-3.326651815994245,-1.9949393644715205,-0.8129903608994541,-2.252950399119264,0.010014306151645207,-1.5260489075616186
	4	+(missing),4,699.0,7.0,1.0,11.0,0.0,0.010014306151645207,0.001430615164520744,0.015736766809728183,12.507817385866165,0.3109663727678235,-1.6888591675701807,-1.7835276613128446,2.4206604659502626,-3.0245374536455567,-0.7785237192896577,-0.9709575071735955,-2.0020113819782837,0.00423728813559322,-0.9702523870976217
	5	+(missing),5,708.0,3.0,1.0,2.0,0.1271186440677966,0.00423728813559322,0.0014124293785310734,0.002824858757062147,13.337779259753251,0.326041963260562,-2.537816001988116,-1.7861524857594313,2.6513182677440583,-3.3371627342744095,-2.5912087510701296,-1.5202043410696058,-2.6424519119973264,0.019662921348314606,-1.354384294932544
	6	+(missing),6,712.0,14.0,3.0,6.0,0.7949438202247191,0.019662921348314606,0.004213483146067416,0.008426966292134831,30.03003003003003,0.3417550010575242,-0.2709550185574795,-1.3818656207645026,7.29032397487446,-3.663006876377712,-1.804736570984082,0.03395197763813682,-3.139693683977291,0.017830609212481426,-3.307825733819839
	7	+(missing),7,673.0,12.0,2.0,9.0,0.7860326894502229,0.017830609212481426,0.0029717682020802376,0.01337295690936107,15.96491170147378,0.3675379101435875,-0.5402209107842737,-1.5610871150964267,3.381434449093931,-4.197671783357057,-1.1103757435522705,-0.8055842207392194,-2.3123867386241375,0.003125,-1.231604168959422
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	146	+Saguenay–Lac-Saint-Jean,2,10342.0,267.0,110.0,291.0,0.0,0.025817056662154322,0.01063624057242313,0.02813769096886482,2.8065009661103013,0.15392008069232957,0.6334207718762639,-0.4548443351973533,-0.2754685856251532,0.23216026280346683,0.9624249857214798,0.2195386199157408,0.35268513993936146,0.019521531100478468,0.1989636931821384
	147	+Saguenay–Lac-Saint-Jean,3,10450.0,204.0,72.0,206.0,0.0,0.019521531100478468,0.006889952153110048,0.01971291866028708,2.6091251322257483,0.15303676894710916,-0.29173290377213684,-0.9955605534879546,-0.3303220402276017,0.2504776602125636,-0.2203172238440726,-0.3174910122238404,-0.11973311677569982,0.036881559220389805,-0.0737629467398107
	148	+Saguenay–Lac-Saint-Jean,4,10005.0,369.0,61.0,254.0,0.06946526736631684,0.036881559220389805,0.006096951524237881,0.025387306346826587,2.826148394530316,0.15727814952381008,2.259395459881151,-1.1100173846639294,-0.2700082954686465,0.16252337452912238,0.5763022674003498,0.32363908433560945,0.4573101573862617,0.02257836911601653,0.044858861553306796
	149	+Saguenay–Lac-Saint-Jean,5,9921.0,224.0,111.0,443.0,0.3090414272754763,0.02257836911601653,0.011188388267311764,0.04465275677855055,3.047560412498076,0.16126767289992902,0.1574821614723895,-0.3751507344647119,-0.2084748552444755,0.07979189773321807,3.280952384613968,0.5869201708220776,0.6836390189711854,0.04521249874409726,0.6351673065251734
	150	+Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.16785789299325038,3.483661686180262,-0.612367369291904,-0.14917361123422102,-0.0568707031163387,-0.02570385308140681,0.5279092298912783,0.5644737524937501,0.020534099372273646,-0.010045519370409728
	151	+Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15903139523585264,-0.14293178314784233,-0.5004529268761616,-0.2453712954443024,0.1261659971512582,-0.060223144260003324,-0.16456263051541029,-0.031360369414506525,0.023785817015156543,0.010134572891969942
	152	+Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177582928640677,0.33492165418822234,0.6606575226070196,-0.16331764592712766,0.06925416569529427,-0.9531690213922056,-0.010330664965759406,0.03091439366401253,0.026567233745047776,-0.01632504601578273
	153	+Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.1630961325235527,0.7436624155368012,-0.9977396780202146,-0.21392477185936024,0.04187479569802972,-0.6158046440919338,-0.20838637654733555,-0.08158651931825445,0.014311043566362716,-0.1621738064261221
	154	+Saguenay–Lac-Saint-Jean,10,7896.0,113.0,86.0,143.0,0.6152482269503546,0.014311043566362716,0.010891590678824722,0.018110435663627154,3.687478172761127,0.16744038168880865,-1.0574357266551484,-0.4179886720930992,-0.03063292231351127,-0.04821269474315525,-0.4452876100859717,-0.3999115251781772,-0.35322618766870295,,-0.11792257038322057

added results/_pre_final_backup/amli/index_region_week_5comp.csv +86 −0

		@@ -0,0 +1,86 @@
	1	+region,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,z_stale,amli_equal,amli_pca,exit_next,amli_supervised
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	72	+Montérégie,6,63288.0,1570.0,1276.0,1566.0,0.5253760586525091,0.024807230438629757,0.020161800025281253,0.024744027303754267,2.85832723195197,0.1542639857146179,0.6715264784447074,0.7884226430601646,-0.24934667355724224,0.22804636219188726,0.8688795024239672,0.5392720282847515,0.4744667234747059,0.5335107302333979,0.024874992088106843,
	73	+Montérégie,7,63196.0,1572.0,1079.0,1577.0,0.5400816507373885,0.024874992088106843,0.017073865434521173,0.02495411101968479,2.8169807600214094,0.15450523689929774,0.6818016140091333,0.3506342274061413,-0.25908650630560587,0.2233048770960974,0.9048160174720481,0.3620876345891847,0.3772596440444998,0.44291763254052946,0.02364658533911709,
	74	+Montérégie,8,63857.0,1510.0,1045.0,1515.0,0.5290727719748813,0.02364658533911709,0.016364689853892292,0.02372488529057112,2.564760194921775,0.15441071111150467,0.49553038284033285,0.25009166578807945,-0.31850115536910795,0.22516266119188713,0.6945470362893732,0.4947311553358594,0.306926957679404,0.40743543128366855,0.02381791389031266,
	75	+Montérégie,9,62432.0,1487.0,1142.0,1335.0,0.5457617888262429,0.02381791389031266,0.018291901588928756,0.021383264992311635,2.7536077599632893,0.15404383019300347,0.5215100350946139,0.5233199183022558,-0.2740150453684975,0.23237323886972033,0.29399398669878596,0.29364891974032004,0.2651385088895331,0.34219498796060344,0.025510033164718098,
	76	+Montérégie,10,59702.0,1523.0,1511.0,1705.0,0.5508860674684265,0.025510033164718098,0.025309034873203577,0.028558507252688353,2.7028488026379804,0.1557227430135043,0.7780969846430223,1.5181660112694078,-0.2859721418690195,0.19937634343022223,1.5213770816785446,0.231907631181391,0.6604919850555947,0.6998733612608948,,
	77	+Outaouais,6,12352.0,269.0,223.0,288.0,0.529630829015544,0.021777849740932644,0.01805375647668394,0.023316062176165803,2.500125006250313,0.14251328527049767,0.21216196200655485,0.4895571657823764,-0.3337270234522722,0.4589914292382117,0.6246145432460348,0.4880072507268752,0.3232675545912968,0.4398323654149425,0.024693417869358473,
	78	+Outaouais,7,11987.0,296.0,140.0,239.0,0.5462584466505381,0.024693417869358473,0.011679319262534413,0.019938266455326602,2.395127242544655,0.14132094040164725,0.6542683451610197,-0.414171422581816,-0.35846095139569667,0.48242545063876463,0.046815325378883,0.2876648005723208,0.11642359129557926,0.24395766687181084,0.020176113533384627,
	79	+Outaouais,8,11697.0,236.0,144.0,159.0,0.5568949303240147,0.020176113533384627,0.01231084893562452,0.013593229033085406,2.2184687906443457,0.14100437809233926,-0.030719620688252538,-0.32463702122243754,-0.4000757178982306,0.48864708007227253,-1.0385545320374587,0.1595081850576311,-0.19097193778607932,-0.019666639410958645,0.020415440848711778,
	80	+Outaouais,9,11217.0,229.0,177.0,180.0,0.5898190246946599,0.020415440848711778,0.015779620219309978,0.016047071409467772,2.00160128102482,0.14175680067574387,0.005571122353475867,0.16714408356354052,-0.45116238076503445,0.4738591714877681,-0.618804990318355,-0.2371868725345541,-0.11009664436885984,0.05382887519887638,0.03221125943122461,
	81	+Outaouais,10,10338.0,333.0,213.0,270.0,0.6008899206809828,0.03221125943122461,0.02060359837492745,0.0261172373766686,2.564431337350942,0.14594426975203978,1.7942471059521363,0.8510581017609149,-0.3185786231091203,0.39155979442693345,1.1037781676102887,-0.37057762495589136,0.575247820280877,0.5947460092076455,,
	82	+Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.16785789299325038,3.7657088025934646,-0.7167818377313339,-0.15450459214417883,-0.03912459011131714,0.24539657508402907,0.874681389274554,0.662562624494203,0.6158146203247269,0.020534099372273646,
	83	+Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15903139523585264,0.023564078913441543,-0.6068523707763006,-0.2360440187141239,0.13434899353249335,0.20333616391468248,0.4110921911817017,-0.011759160324684251,0.09383201931665336,0.023785817015156543,
	84	+Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177582928640677,0.5166429790833066,0.5336639918343815,-0.16649340962679504,0.08041063395780224,-0.8846835914689584,0.22452182556754932,0.050677071557881016,0.09546548302781166,0.026567233745047776,
	85	+Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.1630961325235527,0.9384071212100284,-1.0953189734511344,-0.20938920345750342,0.054461753627292185,-0.47361824398759883,-0.10826570718876603,-0.14895387554128034,-0.08507438151647204,0.014311043566362716,
	86	+Saguenay–Lac-Saint-Jean,10,7896.0,113.0,86.0,143.0,0.6152482269503546,0.014311043566362716,0.010891590678824722,0.018110435663627154,3.687478172761127,0.16744038168880865,-0.9200779741381977,-0.5258507468976747,-0.05402670767980459,-0.030918936613857653,-0.26584988268025006,-0.5435776494465601,-0.3900503162427242,-0.3402626411859801,,

added results/_pre_final_backup/amli/index_tier_week.csv +28 −0

		@@ -0,0 +1,28 @@
	1	+tier,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
	2	+high,2,102925.0,2595.0,1439.0,2725.0,0.0,0.025212533398105415,0.013981054165654603,0.026475589021131892,2.174054829662804,0.16390587388937802,0.6583263323270194,-0.9723489104642813,-0.7872743594987778,-0.28552969478098034,1.2354836416259196,-0.030268598158220028,0.3141550986607731,0.019522797342065454,-0.7402455066672095
	3	+high,3,104442.0,2039.0,1679.0,2400.0,0.0,0.019522797342065454,0.01607590815955267,0.02297926121675188,2.138653161784834,0.16419316694569688,-1.2190465119388885,-0.19185650369922824,-0.8334743755906384,-0.29802340970207375,-0.17534317529199595,-0.543548795244565,0.014820127108284007,0.024120317820658342,-0.28273148042617596
	4	+high,4,105720.0,2550.0,2099.0,2592.0,0.08146046159667045,0.024120317820658342,0.019854332198259553,0.024517593643586834,2.22246916324036,0.16336141990695763,0.29794127316304797,1.2158937645004964,-0.7240925060880888,-0.26185264204892694,0.4453997191226261,0.19465792172983093,0.4300404358315859,0.02467302800185355,-0.16401263692746768
	5	+high,5,105743.0,2609.0,1856.0,2552.0,0.39758660147716635,0.02467302800185355,0.017551989256972093,0.024133985228336628,2.247380398998061,0.16150603626453527,0.48031231370080046,0.35809594724057947,-0.691582752682089,-0.18116627045783226,0.29060729984421,0.05125330752913373,0.29603316425410303,0.023666959902380883,-0.2307725600695616
	6	+high,6,105717.0,2502.0,1830.0,2599.0,0.5673732701457666,0.023666959902380883,0.01731036635545844,0.024584503911386058,2.196129593389867,0.16187292584246737,0.14835228764174027,0.268073043266718,-0.7584662693565343,-0.19712145521912522,0.47239913262728844,-0.013352652207982551,0.3157198167625436,0.02156752712308268,-0.31049982709702106
	7	+high,7,106920.0,2306.0,1907.0,2644.0,0.5739711934156378,0.02156752712308268,0.01783576505798728,0.024728769173213618,2.22246916324036,0.16209298437873393,-0.5443719528846936,0.4638240116122114,-0.7240925060880888,-0.2066912953443804,0.5306125815725022,-0.09614383222648985,0.29992103107648793,0.02197013607132014,-0.288378223549319
	8	+high,8,108693.0,2388.0,2101.0,2393.0,0.5687946785901576,0.02197013607132014,0.019329671643988112,0.022016137193747527,2.1695092465529635,0.16221722564383273,-0.4115279863395157,1.02041781251015,-0.7932064532505586,-0.21209426250087732,-0.5639798465932904,-0.1920781472348184,0.1730320087759171,0.021338877028778118,0.0528014696376553
	9	+high,9,107269.0,2289.0,1743.0,2102.0,0.5908883274757851,0.021338877028778118,0.01624886966411545,0.019595596118170206,2.3114496714543233,0.16295134066578654,-0.6198168370864023,-0.1274151911461218,-0.6079708327952553,-0.24401923806799825,-1.5407087038239355,-0.6279861605839427,-0.2817042159555446,0.01652868969454753,0.12986738985419868
	10	+high,10,105090.0,1737.0,2511.0,2526.0,0.6141592920353982,0.01652868969454753,0.023893805309734513,0.024036540108478447,2.247443532981234,0.16362000367802698,-2.206975711974798,2.7209046626448465,-0.6915003613368963,-0.2730978561183409,0.25128656221157836,-0.03987654091472209,0.4359903335475857,,0.1346452232614216
	11	+low,2,111352.0,3011.0,1453.0,2769.0,0.0,0.027040376463826423,0.013048710395861772,0.024867088152884548,4.040404040404041,0.1818900301365631,1.261437425946485,-1.3197178607288969,1.648355618910612,-1.0676193287168407,0.5864266060938887,0.22177649230104962,-0.7689540394959317,0.020381675289568378,-0.3962303256243096
	12	+low,3,111718.0,2277.0,1371.0,2552.0,0.0,0.020381675289568378,0.012271970497144596,0.022843230276231224,3.8292169251388093,0.1799461991114366,-0.935653025967049,-1.6091125367999162,1.3727514254223478,-0.9830865836728635,-0.23023393770182668,-0.47706693174386156,-1.0233415109624413,0.024532228261844535,-0.274199138075101
	13	+low,4,111486.0,2735.0,1707.0,2551.0,0.0909620938951976,0.024532228261844535,0.015311339540390722,0.022881796817537627,3.5727045373347623,0.179171894260159,0.4338543399443513,-0.4767164526240402,1.0379966764325919,-0.9494138447705172,-0.2146716924676462,-0.03379019469705207,-0.6594048959497325,0.026429116546135115,-0.15197321778809222
	14	+low,5,110068.0,2909.0,1725.0,2559.0,0.2585674310426282,0.026429116546135115,0.015672129956027184,0.02324926409128902,4.026014245896562,0.18085816124557832,1.0597474426222715,-0.34229458806541246,1.6295765958404083,-1.0227457215190383,-0.0663924940759172,0.25157824696046227,-0.7609370116409405,0.025738994296790548,-0.06338115625049551
	15	+low,6,107308.0,2762.0,1817.0,2484.0,0.523987027994185,0.025738994296790548,0.016932567935289074,0.023148320721661012,3.726477996740258,0.18299912439661692,0.8320362171133432,0.12731440372003666,1.2386746875230215,-1.1158512897787685,-0.10712483407070914,0.1950098369013847,-0.6278547692223192,0.02289446740737932,-0.09634943578622757
	16	+low,7,105484.0,2415.0,1496.0,2308.0,0.540214629706875,0.02289446740737932,0.014182245648629176,0.021880095559516134,3.8464497269020694,0.18296935663324726,-0.10653764367161615,-0.8973897843271612,1.3952406403800957,-1.1145567581456532,-0.6188749240944751,-0.268423693971762,-0.9934179168841192,0.021528473912835935,-0.1060850595213467
	17	+low,8,104745.0,2255.0,1649.0,2006.0,0.5409422884147215,0.021528473912835935,0.015742994892357632,0.01915127213709485,3.7050759540570586,0.18247934846573705,-0.5572578645819181,-0.31589201066722145,1.21074451429585,-1.0932474288067453,-1.7200008706269279,-0.49513073207739255,-1.1141884150591046,0.023561741683945276,0.2254218124225786
	18	+low,9,100799.0,2375.0,1427.0,1781.0,0.5617615254119585,0.023561741683945276,0.014156886477048384,0.017668826079623806,3.8568817928248533,0.1822714179784936,0.11363471479346123,-0.9068380040686386,1.4088547337941488,-1.0842050096675222,-2.3181926791565224,-0.5573492488610146,-1.341809297339831,0.017316017316017316,0.3203288952094442
	19	+low,10,96789.0,1676.0,1755.0,2208.0,0.5738565332837409,0.017316017316017316,0.018132225769457274,0.02281250968601804,3.8850537807031627,0.1833581072289916,-1.9471908148320296,0.5742781696969649,1.4456198460426462,-1.1314626283426843,-0.24263021028531043,-0.26027712754408266,-0.8339278554146825,,0.050013134742257076
	20	+mid,2,105973.0,2999.0,1383.0,2960.0,0.0,0.02829966123446538,0.013050493993753126,0.027931642965661065,2.2842523642011967,0.12876485780183813,1.6769482700893397,-1.3190533348884426,-0.6434639637144243,1.2426723531933315,1.8230257906336373,0.5560258230626883,0.845293373187553,0.020020996497486922,-0.34033143446835273
	21	+mid,3,107637.0,2155.0,1434.0,2590.0,0.0,0.020020996497486922,0.01332255637002146,0.02406235773943904,2.328227986153919,0.1281120049475094,-1.0546618100454503,-1.217689411931326,-0.586074734233244,1.2710634238022658,0.26170440863400635,-0.2651316247547496,0.3408114851287315,0.0271549139879168,0.0796540678956338
	22	+mid,4,108415.0,2944.0,1843.0,2841.0,0.09368629802149149,0.0271549139879168,0.016999492690125906,0.02620486095097542,2.38106576503643,0.12767986835016018,1.2992299764723496,0.15224896389793388,-0.5171201798025117,1.289856051523349,1.1262403318336573,0.6700910287849556,0.863327655912529,0.027338569825563604,0.11744501708257588
	23	+mid,5,107833.0,2948.0,1753.0,2890.0,0.33916333589902903,0.027338569825563604,0.01625661903127985,0.026800701084083722,2.2728305832083278,0.1266781195319051,1.3598286543183993,-0.12452796261054509,-0.6583696587649285,1.3334198059634506,1.3666718031997118,0.6554045284212175,0.9318735032091692,0.026407382869726687,-0.0015545022054784725
	24	+mid,6,107167.0,2830.0,2073.0,2777.0,0.4906641036886355,0.026407382869726687,0.0193436412328422,0.025912827642837814,2.1934634788330776,0.12782891392484186,1.0525762463675818,1.0256225466147715,-0.7619456120770807,1.2833744019346562,1.008400001748576,0.7216055169177009,1.0197046472239268,0.022352245085793174,0.23417847108693257
	25	+mid,7,106477.0,2380.0,1664.0,2486.0,0.5026155883430224,0.022352245085793174,0.015627788160823466,0.023347765245076403,2.2728305832083278,0.1273700938821175,-0.2854481330290324,-0.35881527855727563,-0.6583696587649285,1.3033274313859484,-0.02664562906900798,-0.005190253606859221,0.48399333032482433,0.02220546338193397,0.2877725116822924
	26	+mid,8,107406.0,2385.0,1928.0,2236.0,0.5017596782302665,0.02220546338193397,0.01795058004208331,0.020818203824739773,2.222716159146477,0.1269353674196367,-0.3338799024725072,0.5066013237928333,-0.7237701705733737,1.3222326863910063,-1.0473660210131277,-0.05523641677503379,0.4124623249043815,0.024132425361649737,0.6718059317484866
	27	+mid,9,103968.0,2509.0,1712.0,2057.0,0.5282009849184365,0.024132425361649737,0.016466605109264388,0.01978493382579255,2.2882724089822988,0.1265212458608132,0.3019362508639822,-0.046292181085581766,-0.6382177099442031,1.340241881478817,-1.4643077682386825,-0.10132790538513362,0.2625217797617631,0.020932835075238306,0.7075120737771528
	28	+mid,10,100082.0,2095.0,2142.0,2576.0,0.5434144001918427,0.020932835075238306,0.021402449991007374,0.0257388941068324,2.3261223540358222,0.1266280622534764,-0.7537935505402908,1.7926853621665348,-0.5888226340800798,1.3355966819883278,0.9382149073617209,0.5447761533792426,0.9658398122544634,,0.4352985060555386

added results/_pre_final_backup/amli/summary.json +290 −0

		@@ -0,0 +1,290 @@
	1	+{
	2	+ "listing_days": 2867226,
	3	+ "weeks": 11,
	4	+ "region": {
	5	+ "mu": {
	6	+ "exit": 0.021506727723722932,
	7	+ "mdfreq": 0.013787575797630338,
	8	+ "mddepth": 3.7977027453020904,
	9	+ "disp": 0.1651154422564084,
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		\ No newline at end of file

added results/_pre_final_backup/competition/eventstudy_coarse_fe.csv +23 −0

		@@ -0,0 +1,23 @@
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added results/_pre_final_backup/competition/eventstudy_dealer_dow_fe.csv +23 −0

		@@ -0,0 +1,23 @@
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added results/_pre_final_backup/competition/eventstudy_dealer_dow_fe_firstcut.csv +23 −0

		@@ -0,0 +1,23 @@
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	15	+cc_p6,0.003070468194755744,0.0018772723032920184,1.6356008605524706,0.10235303770729542,-0.0006150116883262744,0.006755948077837762,6
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	17	+cc_p8,0.0031664447777507826,0.0024923679745299464,1.270456373260038,0.20432575689164167,-0.0017265971188669912,0.008059486674368557,8
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	19	+cc_p10,-0.0012642691987351374,0.002567689990671874,-0.49237610588820446,0.6226011275873304,-0.006305184035659682,0.0037766456381894066,10
	20	+cc_p11,0.0038907549129783827,0.002182732046610382,1.7825160532280777,0.07507948532136632,-0.0003944066130475302,0.008175916439004297,11
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added results/_pre_final_backup/competition/eventstudy_dow_fe.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,0.0012230162530917044,0.0014631284781722138,0.8358912230452481,0.4034355228339961,-0.0016484820779155641,0.004094514584098973,-7
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	4	+cc_m5,0.0012638431061395422,0.000551312690862724,2.29242520095413,0.022108573927240638,0.00018185099451508086,0.0023458352177640036,-5
	5	+cc_m4,0.0011040124167593023,0.000671169363009403,1.6449088376279701,0.10033396888991186,-0.000213207317841386,0.0024212321513599907,-4
	6	+cc_m3,-0.000374075625344806,0.0006240240262932189,-0.599457087520912,0.5490173337592981,-0.0015987691343166853,0.0008506178836270731,-3
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	15	+cc_p6,0.0007143676495553629,0.0006593484819255202,1.0834447475622726,0.27889804293988574,-0.0005796527277709674,0.002008388026881693,6
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	17	+cc_p8,0.0010671002215603346,0.0007819569905320052,1.364653343445823,0.1726993678332891,-0.0004675484622224655,0.0026017489053431347,8
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	19	+cc_p10,-0.0004827125825773821,0.0007715370042274632,-0.625650590875703,0.5317010219154561,-0.0019969112691596703,0.0010314861040049061,10
	20	+cc_p11,0.0007521801790357521,0.0007191434348121635,1.0459390194283253,0.2958669287727589,-0.0006591922353660569,0.0021635525934375613,11
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added results/_pre_final_backup/competition/eventstudy_firstcut.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,-0.002253311623153832,0.0032075704302996218,-0.7024979410797687,0.48259201396536877,-0.008550446180408903,0.004043822934101238,-7
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	6	+cc_m3,-0.005760757053488481,0.002130276979986837,-2.7042291249488493,0.007005323388521001,-0.009942938264688575,-0.001578575842288387,-3
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	16	+cc_p7,0.012044059170710678,0.002581850242271626,4.664894568057433,3.670909135999878e-06,0.00697534478530361,0.017112773556117747,7
	17	+cc_p8,-0.0026366535173581356,0.003416143476658753,-0.771821656605882,0.44046915629469785,-0.009343260778792412,0.004069953744076141,8
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	19	+cc_p10,-0.001219092030632005,0.0028990344188345413,-0.4205165770753766,0.6742315411008217,-0.006910505584350789,0.004472321523086778,10
	20	+cc_p11,0.004113745409527339,0.0026978353371197444,1.5248319098374792,0.12773294100431376,-0.001182672081630821,0.0094101629006855,11
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	22	+cc_p13,-0.00513858213436243,0.003192518676607059,-1.6095699524062317,0.10792291265824483,-0.011406166937252209,0.0011290026685273477,13
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added results/_pre_final_backup/competition/eventstudy_main.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,0.004215101408807976,0.0014775131216297702,2.852835177638565,0.004431309638764924,0.0013153721464117512,0.007114830671204201,-7
	3	+cc_m6,0.0010227046741625755,0.0011174174077426854,0.9152396115150553,0.36030830882734266,-0.0011703099990122312,0.0032157193473373825,-6
	4	+cc_m5,0.00028534845977386096,0.0006249287751846971,0.45660957072992275,0.6480606627853527,-0.000941120686109348,0.00151181760565707,-5
	5	+cc_m4,0.000980475815802045,0.0006893409192910907,1.4223380454628367,0.15527080920023573,-0.0003724069479263759,0.002333358579530466,-4
	6	+cc_m3,-0.00036610756836122376,0.0006081926614645356,-0.6019598583771664,0.5473508024359699,-0.0015597308477795636,0.000827515711057116,-3
	7	+cc_m2,-0.0018006764920446422,0.0005893715584719233,-3.0552483677924602,0.002314299027061484,-0.0029573619586616643,-0.0006439910254276201,-2
	8	+cc_m1,-0.0006617304194695431,0.0011967411281396782,-0.5529436600028915,0.5804377926056974,-0.003010423786708045,0.001686962947768959,-1
	9	+cc_p0,0.008859857232535049,0.0020538370264469486,4.313807336438095,1.780164325082545e-05,0.0048290494931007115,0.012890664971969387,0
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	13	+cc_p4,0.0006705568621060159,0.0010520099523562063,0.6374054357605241,0.5240211203227876,-0.0013940908208969266,0.0027352045451089586,4
	14	+cc_p5,-0.00043311041138595336,0.0008388835255243693,-0.5162938574997342,0.6057746163005977,-0.0020794816490382574,0.0012132608262663508,5
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	16	+cc_p7,0.0044655975201398825,0.000771004017304119,5.791925100149573,9.579276705196094e-09,0.002952444859989083,0.005978750180290682,7
	17	+cc_p8,-0.0005859737835928647,0.0010176667015045502,-0.5758012743529318,0.5648918739921045,-0.0025832202855149158,0.0014112727183291864,8
	18	+cc_p9,-0.0010953909609043386,0.0007646260408998784,-1.4325839067881958,0.15232020335128382,-0.0025960263685559874,0.00040524444674731007,9
	19	+cc_p10,-0.0007322588652560102,0.0008855170314921977,-0.8269280422783852,0.4084946228660109,-0.0024701518226706957,0.001005634092158675,10
	20	+cc_p11,0.0005923864022707967,0.0007228583947793405,0.8195054613035634,0.41271266471535295,-0.0008262768970427964,0.00201104970158439,11
	21	+cc_p12,0.0004822650718576879,0.0008257669381775434,0.5840208048557145,0.5593510509267317,-0.0011383638887240658,0.0021028940324394414,12
	22	+cc_p13,0.0003803826413688817,0.0009743428130862273,0.3903991862617851,0.6963327570034039,-0.0015318375110958957,0.002292602793833659,13
	23	+cc_p14,0.005858402459977514,0.001077127776530718,5.438911322894886,6.890866011133312e-08,0.0037444591810842187,0.007972345738870809,14

added results/_pre_final_backup/competition/eventstudy_main_10km.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,0.0059230003631768535,0.0014501598501644153,4.084377568793757,4.8088651988020814e-05,0.00307695392804572,0.008769046798307987,-7
	3	+cc_m6,0.002246064680045967,0.0017014308647038468,1.3201034062802897,0.18713245129725786,-0.0010931197874894235,0.005585249147581357,-6
	4	+cc_m5,-0.0007426062836961843,0.0009210054045383184,-0.8062995939404264,0.4202807824809762,-0.0025501478095670055,0.0010649352421746366,-5
	5	+cc_m4,0.0017824588553019445,0.0012775580129360737,1.3952077614115634,0.1632935928131254,-0.0007248436520579772,0.004289761362661866,-4
	6	+cc_m3,0.0009258531071489162,0.0011889845944078466,0.7786922652349599,0.4363634458031782,-0.0014076174864250475,0.0032593237007228796,-3
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	10	+cc_p1,0.0011323914385027512,0.004411806751990172,0.25667294651832334,0.7974892750548825,-0.007526107055691185,0.009790889932696688,1
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	13	+cc_p4,0.003193013570647791,0.0016155022097704057,1.9764835673617434,0.048401626732359926,2.2470471869924773e-05,0.006363556669425657,4
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	22	+cc_p13,-0.0013372648318918288,0.001631022358820662,-0.8198936235667306,0.4124914445057253,-0.004538267376138536,0.0018637377123548785,13
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added results/_pre_final_backup/competition/eventstudy_main_50km.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,0.004026767254569008,0.0011666972838340526,3.45142421291671,0.0005832971308137314,0.0017370371636713632,0.006316497345466653,-7
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added results/_pre_final_backup/competition/eventstudy_main_cluster_region.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
	2	+cc_m7,0.004215101408807976,0.0011105004389981054,3.795677390826468,0.0015871415438923897,0.0018609456433883627,0.006569257174227589,-7
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added results/_pre_final_backup/competition/eventstudy_placebo_permuted.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
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added results/_pre_final_backup/competition/summary.json +1133 −0

		@@ -0,0 +1,1133 @@
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		\ No newline at end of file

added results/_pre_final_backup/competition/summary_dow.json +479 −0

		@@ -0,0 +1,479 @@
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	477	+ }
	478	+ }
	479	+}
		\ No newline at end of file

added results/_pre_final_backup/hazards/aft_loglogistic_exit.csv +25 −0

		@@ -0,0 +1,25 @@
	1	+param,covariate,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
	2	+alpha_,age_years_entry,-0.06942807552443821,0.9329272312733835,0.004006882490012925,-0.07728142089514771,-0.061574730153728705,0.925629325515829,0.9402826756449144,0.0,-17.327205301749252,2.9323577695954804e-67,221.0171212236498
	3	+alpha_,body_Coupe,0.15286430531737466,1.1651668612676713,0.09091574736150469,-0.025327285138716987,0.3310558957734663,0.9749907598182189,1.3924376215108702,0.0,1.6813842458946784,0.09268830356908335,3.431468894586621
	4	+alpha_,body_Hatchback,-0.3504160445212509,0.7043949690796413,0.07277805189360001,-0.49305840509769405,-0.2077736839448078,0.6107555967838756,0.8123908730062549,0.0,-4.8148588125655225,1.4730400036272403e-06,19.372771958875077
	5	+alpha_,body_Pickup,-0.6095031956093105,0.5436208752365109,0.06800259286045351,-0.74278582847114,-0.47622056274748104,0.47578660767561026,0.6211264697773865,0.0,-8.962940528753917,3.1613308992637917e-19,61.45610175156502
	6	+alpha_,body_SUV,-0.42272854150996503,0.655256483906867,0.06562854258920295,-0.5513581213426559,-0.2940989616772742,0.5761667743786795,0.7452027412809424,0.0,-6.441230062901188,1.1850907267959726e-10,32.97428343735499
	7	+alpha_,body_Sedan,-0.5128477679076362,0.5987879394086412,0.06701186411777081,-0.6441886081153589,-0.38150692769991346,0.5250884217897276,0.6828316555889079,0.0,-7.6530891157769565,1.9620783770772347e-14,45.53461065589641
	8	+alpha_,body_Van,-0.6360510733414131,0.5293787798750828,0.07600128055482126,-0.7850108460077871,-0.4870913006750391,0.45611475473462976,0.6144109342506968,0.0,-8.36895205841455,5.813289398583319e-17,53.93342288213304
	9	+alpha_,body_Wagon,-0.5346826048388744,0.5858552082466978,0.10833393301147687,-0.747013211844944,-0.3223519978328049,0.47377952063305556,0.7244431430281514,0.0,-4.93550441653614,7.994387140456673e-07,20.25450922504174
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added results/_pre_final_backup/hazards/aft_loglogistic_first_markdown.csv +25 −0

		@@ -0,0 +1,25 @@
	1	+param,covariate,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
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	20	+alpha_,pt_unknown,-0.11021497185810394,0.895641576865974,0.03680667296908817,-0.1823547252682607,-0.03807521844794719,0.8333056933964681,0.9626405298413246,0.0,-2.9944290794951023,0.002749589692682426,8.506567936023638
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	23	+alpha_,src_full_portal,-0.12152657923058256,0.8855675153328711,0.021547533574957898,-0.16375896899316764,-0.07929418946799749,0.8489466196804978,0.9237681216140313,0.0,-5.6399299162396135,1.7011939145376613e-08,25.808877159780895
	24	+alpha_,Intercept,3.9182808502663926,50.31387330283753,0.30897584687441676,3.312699318299773,4.523862382233012,27.4591465004445,92.19098804447574,0.0,12.681511807163936,7.487363846599228e-37,120.00688164727116
	25	+beta_,Intercept,0.4351776666857286,1.5452375718027676,0.006174797851148756,0.42307528528566174,0.44728004808579547,1.5266492258632116,1.5640522477983148,0.0,70.47642322489446,0.0,inf

added results/_pre_final_backup/hazards/cloglog_B_first_markdown.csv +60 −0

		@@ -0,0 +1,60 @@
	1	+term,coef,se,p,ci_lo,ci_hi
	2	+const,-2.7739861038513602,0.6456908870495763,1.737885537649959e-05,-4.03951698761425,-1.5084552200884707
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	15	+age_bin_4-7,1.035511581345353,0.15830396363263768,6.099185656459979e-11,0.7252415140154447,1.3457816486752614
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	50	+cal_week_1,0.2293052023628206,0.3617141068675337,0.5261196883886154,-0.47964141979761765,0.9382518245232588
	51	+cal_week_10,1.7840238788267269,0.30826919424561083,7.155774669005539e-09,1.1798273605621477,2.388220397091306
	52	+cal_week_11,3.1238266889403454,0.31375177941754484,2.3655817768194025e-23,2.508884501196602,3.7387688766840887
	53	+cal_week_2,0.20764740660486886,0.30808804342332036,0.5003194331900103,-0.39619406257225126,0.8114888757819889
	54	+cal_week_3,0.18451781065512995,0.30464405366588443,0.5447250867121873,-0.4125735626342909,0.7816091839445508
	55	+cal_week_4,0.48858484345101516,0.29637221377342365,0.09923956153846185,-0.09229402156330091,1.0694637084653311
	56	+cal_week_5,0.5288346137882731,0.31135460929897135,0.08941415350098555,-0.08140920685825048,1.1390784344347966
	57	+cal_week_6,0.6159354876622096,0.30549962570228434,0.04378346583876706,0.01716722399526527,1.214703751329154
	58	+cal_week_7,0.6099492649409489,0.30253690457401217,0.04378792645937902,0.01698782798165388,1.2029107019002439
	59	+cal_week_8,0.8883147249016058,0.29358053504942033,0.0024797978333355583,0.312907449642743,1.4637220001604687
	60	+cal_week_9,0.99380787258802,0.31456965265721837,0.001581693621548834,0.3772626827505974,1.6103530624254425

added results/_pre_final_backup/hazards/cloglog_C_exit.csv +61 −0

		@@ -0,0 +1,61 @@
	1	+term,coef,se,p,ci_lo,ci_hi
	2	+const,2.1445124786744145,1.6504759320115934,0.19383078916173024,-1.0903609054184873,5.379385862767316
	3	+ldens,0.032635174880585587,0.0298694350387374,0.27457196040694076,-0.025907842033898468,0.09117819179506964
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	5	+pricepos_25,-0.15918471235178258,0.13879966014732806,0.25143670485482195,-0.43122704730694505,0.11285762260337986
	6	+nocomp,-0.0306219273476532,0.09214433701001835,0.7396433681783956,-0.21122150926661035,0.14997765457130394
	7	+prior_cuts,0.03266692882887669,0.03642374515110683,0.36979467058532933,-0.03872229984935813,0.1040561575071115
	8	+lprice,-0.30650093117934923,0.11057049714499967,0.005571379024700772,-0.5232151233362374,-0.08978673902246101
	9	+lkm,-0.5117116922783111,0.07033764741721567,3.462268744139904e-13,-0.6495709479733306,-0.3738524365832917
	10	+age_years_entry,0.03397140514015179,0.015445266121916455,0.027844493981032385,0.003699239809558906,0.06424357047074467
	11	+own_stock,0.008960177371658795,0.005944657062758632,0.13174257941921957,-0.0026911363717897884,0.020611491115107378
	12	+age_bin_1-3,1.5683985476050826,0.18557248168439142,2.871497777938201e-17,1.2046831669819564,1.9321139282282087
	13	+age_bin_15-21,0.5717105520415987,0.11883373435890153,1.5016780991087885e-06,0.33880071254975175,0.8046203915334457
	14	+age_bin_22-30,0.47598142488540923,0.12320319281242532,0.00011182633554504327,0.23450760419271155,0.7174552455781069
	15	+age_bin_31-45,0.404545106455343,0.14262706708875442,0.0045627574475680735,0.12500119174080626,0.6840890211698797
	16	+age_bin_4-7,0.6225932555654913,0.1264723028350821,8.533048574949394e-07,0.3747120969668874,0.8704744141640952
	17	+age_bin_46-60,0.23028996623227885,0.1538748613042772,0.13449593396150483,-0.07129922005020042,0.5318791525147581
	18	+age_bin_61+,-0.11169676875550238,0.1766987056967386,0.5273011349808454,-0.4580198680359525,0.23462633052494775
	19	+age_bin_8-14,0.6191580610796813,0.11759845484539992,1.4017510658478592e-07,0.3886693249451376,0.849646797214225
	20	+powertrain_Diesel,-0.6011818620325686,0.13350192522437687,6.694729468763081e-06,-0.8628408273391066,-0.3395228967260306
	21	+powertrain_HEV,-0.27329998614065815,0.14725612030208174,0.06346069520024289,-0.5619166784358358,0.015316706154519522
	22	+powertrain_ICE,-0.3287133761006915,0.10326273922618352,0.0014562079837358184,-0.5311046259289627,-0.12632212627242032
	23	+powertrain_PHEV,0.16343977305338614,0.21810007594898265,0.4536283728839622,-0.2640285208320703,0.5909080669388426
	24	+powertrain_unknown,-0.3513681328411926,0.1683480049361962,0.03687425852000913,-0.6813241593853083,-0.02141210629707685
	25	+body_filled_Coupe,0.01701032280271533,0.16676334058761141,0.9187544758014313,-0.3098398186905897,0.3438604642960203
	26	+body_filled_Hatchback,0.3639974307594968,0.17377152413059077,0.036198580830795614,0.023411501924905986,0.7045833595940876
	27	+body_filled_Pickup,0.5302974623356157,0.1782500104909776,0.0029296882412190015,0.18093386152941282,0.8796610631418186
	28	+body_filled_SUV,0.38306304616876946,0.17229492314633885,0.026195677831181957,0.04537120208284878,0.7207548902546901
	29	+body_filled_Sedan,0.48512048206215813,0.1845852962059403,0.008584704627134267,0.12333994942285725,0.8469010147014591
	30	+body_filled_Van,0.5411982071797572,0.20631860293457466,0.008712888428533686,0.136821176087371,0.9455752382721434
	31	+body_filled_Wagon,0.5816563936850994,0.2850204066550933,0.041275334227715246,0.023026661782156177,1.1402861255880425
	32	+body_filled_unknown,0.5220331816979212,0.2772091408226549,0.05967672529533229,-0.021286750499774465,1.065353113895617
	33	+source_class_direct_dealer,0.1879076691793818,0.14464321342325143,0.19390564991801584,-0.09558781973833153,0.4714031580970951
	34	+source_class_full_portal,0.5714892925082226,0.1632543655767907,0.0004642007251218767,0.2515166156587772,0.891461969357668
	35	+region_Abitibi-Témiscamingue,0.8773849828978448,0.2087676745248049,2.6376635648484176e-05,0.46820785969304707,1.2865621061026427
	36	+region_Bas-Saint-Laurent,0.9657546278042388,0.15824136563583113,1.0406466446682021e-09,0.6556072502935757,1.275902005314902
	37	+region_Capitale-Nationale,1.0519172451217853,0.19884631999481095,1.2224840009144096e-07,0.6621856194736291,1.4416488707699415
	38	+region_Centre-du-Québec,0.5645445494940753,0.1783724952922541,0.0015509609374199365,0.21494088288871688,0.9141482160994336
	39	+region_Chaudière-Appalaches,0.6623826248356204,0.14714065153502487,6.741305093092569e-06,0.3739922471652134,0.9507730025060274
	40	+region_Côte-Nord,1.056955785624188,0.1447109442547878,2.795223411365472e-13,0.7733275467160204,1.3405840245323555
	41	+region_Estrie,0.8230608229103544,0.16271486174803348,4.2300734709000253e-07,0.5041455541347947,1.141976091685914
	42	+region_Gaspésie–Îles-de-la-Madeleine,0.7802283061689462,0.16158831809999089,1.3756912892872597e-06,0.46352102237056236,1.09693558996733
	43	+region_Lanaudière,0.3945626723792274,0.2428188790110107,0.10417836027966941,-0.08135358524874248,0.8704789300071972
	44	+region_Laurentides,0.6365816865087697,0.1610489915762843,7.726759961147561e-05,0.3209314632727579,0.9522319097447814
	45	+region_Laval,0.8921445035580304,0.21678002564478807,3.864468123018626e-05,0.4672634607265765,1.3170255463894844
	46	+region_Mauricie,0.9745469916236909,0.20687002763980417,2.466078105976224e-06,0.5690891879688691,1.3800047952785126
	47	+region_Montréal,0.9687083961481775,0.2131687201534086,5.51110164607968e-06,0.5509053820169991,1.3865114102793559
	48	+region_Montérégie,0.9958087538499526,0.1799701397036052,3.144607405355825e-08,0.6430737617382444,1.3485437459616607
	49	+region_Outaouais,0.9571219407416862,0.18377473108789572,1.9075745900061385e-07,0.5969300865408772,1.3173137949424953
	50	+region_Saguenay–Lac-Saint-Jean,1.1673527584849401,0.18768931433034966,4.984188185814645e-10,0.7994884621144374,1.535217054855443
	51	+cal_week_1,0.5100789447683056,0.19256890036317556,0.008077508952921862,0.13265083551399937,0.8875070540226119
	52	+cal_week_10,0.3608360717775011,0.2826035846041178,0.20166310029364598,-0.1930567759484878,0.91472891950349
	53	+cal_week_11,-28.284352257526635,0.23359244758710368,0.0,-28.74218504185792,-27.82651947319535
	54	+cal_week_2,0.575702093326724,0.19919398796357318,0.003850482734347155,0.1852890509812155,0.9661151356722324
	55	+cal_week_3,0.36897414733306627,0.21516055160579606,0.08636755355624334,-0.052732784708065694,0.7906810793741983
	56	+cal_week_4,0.6327075816294747,0.2146173774518114,0.003197620964067644,0.21206525136748572,1.0533499118914638
	57	+cal_week_5,0.6398282871796855,0.21578588551777705,0.003025774525904901,0.2168957231927593,1.0627608511666118
	58	+cal_week_6,0.6339334369030561,0.21795406047720653,0.003630923003977696,0.20675132808346652,1.0611155457226458
	59	+cal_week_7,0.46535191552189215,0.22408368910064233,0.03783036182702588,0.026155955361762517,0.9045478756820218
	60	+cal_week_8,0.4784994640094191,0.2203371402261137,0.029880594877889636,0.04664660470968468,0.9103523233091535
	61	+cal_week_9,0.5625097445520414,0.20934636724750078,0.007210101954664984,0.15219840445264432,0.9728210846514385

added results/_pre_final_backup/hazards/cox_exit.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
	2	+age_years_entry,0.03809898972455363,1.0388340616865392,0.01398298442931999,0.010692843846702091,0.06550513560240517,1.0107502166117925,1.0676982205729675,0.0,2.7246679646346736,0.006436618149990749,7.279481400629618
	3	+lkm,-0.49029209218766934,0.6124474769321526,0.06966581712234614,-0.6268345847010216,-0.3537495996743171,0.534280346305561,0.7020507390815388,0.0,-7.037771355306508,1.9533887280930966e-12,38.89715806178067
	4	+lprice,-0.2555280674681466,0.774507397793729,0.09454065040434634,-0.4408243373356575,-0.07023179760063569,0.6435057365772965,0.9321777183025306,0.0,-2.702838052999043,0.006875023403565098,7.18441965998836
	5	+resid_A2,0.12911437696627437,1.1378202571526603,0.20868389841586996,-0.27989854808224596,0.5381273020147948,0.7558604210552841,1.7127963067300966,0.0,0.6187079019818402,0.536108803417326,0.8994022691652018
	6	+ldens_entry,0.05010847578595092,1.051385140019826,0.029435946081315393,-0.007584918384290186,0.10780186995619204,0.9924437745188845,1.1138270409226845,0.0,1.7022886116019051,0.08870127861586458,3.4949012888620072
	7	+pricepos_entry,-0.15547473982430213,0.8560086995859824,0.1253146977358194,-0.4010870341200312,0.09013755447142696,0.6695917811703486,1.094324802622492,0.0,-1.2406744191496535,0.21472604795666056,2.2194308828314413
	8	+nocomp_entry,-0.08707157500603291,0.916611486812506,0.08425524490277064,-0.25220882052406535,0.07806567051199953,0.7770824503605075,1.081193658879897,0.0,-1.033426169569767,0.3014045049452238,1.7302271145356898
	9	+pt_Diesel,-0.5764854609219943,0.5618696132370707,0.12004046511774913,-0.8117604492402193,-0.3412104726037693,0.44407560512186145,0.71090926553496,0.0,-4.802426084874902,1.5675469095159003e-06,19.28305995238086
	10	+pt_HEV,-0.22271029966717842,0.8003466764112653,0.13187030251223952,-0.4811713432215697,0.03575074388721283,0.6180590084081442,1.0363974858846472,0.0,-1.6888586393172762,0.09124652313858862,3.454086602360798
	11	+pt_ICE,-0.28620801410302005,0.7511063589800872,0.09502857016474715,-0.47246058912826194,-0.09995543907777812,0.6234662849830968,0.9048777393241384,0.0,-3.0118101704238303,0.0025969494182890305,8.58896637025849
	12	+pt_PHEV,0.1639436573342396,1.178147933227456,0.20633963165455638,-0.24047458929195176,0.568361903960431,0.7862546244809893,1.76537283133231,0.0,0.7945330522286963,0.4268851751526769,1.2280800332741388
	13	+pt_unknown,-0.3355004757337221,0.7149801665714867,0.16159338832350137,-0.6522176969875801,-0.01878325447986412,0.5208893202235757,0.9813920515229135,0.0,-2.0762017506685857,0.037875295440769535,4.722599047611031
	14	+body_Coupe,-0.045372378366886255,0.9556415553258462,0.14432413691982085,-0.32824248882956264,0.23749773209579014,0.7201883608970536,1.2680721209213568,0.0,-0.31437831076095635,0.7532337272041163,0.40883049458905113
	15	+body_Hatchback,0.35661203273475084,1.4284815582498382,0.1465145024556168,0.06944888470893656,0.6437751807605652,1.0719172684412366,1.9036539687687206,0.0,2.4339708817751897,0.014934196419731172,6.065236578671629
	16	+body_Pickup,0.44786767706201147,1.56497160031207,0.1517605227066031,0.15042251828209635,0.7453128358419265,1.1623252426575201,2.1071005084460346,0.0,2.951147433301011,0.0031659575738059724,8.303142362247588
	17	+body_SUV,0.3347153114711986,1.397542464275298,0.14678163137017858,0.047028600393614006,0.6224020225487832,1.0481519862103477,1.8633985959558266,0.0,2.2803623883090474,0.02258620440463892,5.468414342535905
	18	+body_Sedan,0.43405506294304125,1.543503855641521,0.15896364333119756,0.1224920471626233,0.7456180787234592,1.1303101308656103,2.107743784049566,0.0,2.7305304146728457,0.006323249818341333,7.305118066168284
	19	+body_Van,0.44826693252539973,1.565596548522234,0.1785698288196523,0.0982764993133986,0.7982573657374008,1.1032677957269648,2.2216660018881993,0.0,2.510317311095872,0.012062271822838807,6.3733545380197025
	20	+body_Wagon,0.5355314534008135,1.708355912600153,0.25357364328259485,0.0385362451383206,1.0325266616633064,1.0392883968270283,2.808152128924068,0.0,2.111936581689569,0.03469188917236167,4.849257783990825
	21	+body_unknown,0.4788449602215688,1.614208849574603,0.25135584622168805,-0.01380344567652797,0.9714933661196656,0.98629138504805,2.6418868191959524,0.0,1.9050480321800132,0.056773827724359044,4.138630177547346
	22	+src_direct_dealer,0.09935632073783637,1.1044597713742816,0.1088557758788141,-0.11399707949380322,0.31270972096947597,0.8922605617311028,1.3671246258127754,0.0,0.9127335682072287,0.36138268463963374,1.468400712600149
	23	+src_full_portal,0.4177887995275358,1.518599911512,0.12143609548074936,0.1797784259620998,0.6557991730929718,1.1969521202229745,1.9266816544129213,0.0,3.4404004663816425,0.0005808540381246883,10.749536702889383

added results/_pre_final_backup/hazards/cox_first_markdown.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+term,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
	2	+age_years_entry,-0.010175733152778012,0.9898758644570098,0.01178772184855405,-0.033279243435719856,0.012927777130163833,0.9672684185167769,1.013011702105435,0.0,-0.8632484956392339,0.3880008553008294,1.3658682622252043
	3	+lkm,0.10637957469587853,1.1122439760612641,0.03857562664725059,0.030772735786203778,0.1819864136055533,1.0312511107800313,1.1995978955589643,0.0,2.757688829494635,0.005821158142019405,7.42447807319066
	4	+lprice,0.09147871146773405,1.0957934486100442,0.07851806831349967,-0.062413874562380914,0.24537129749784903,0.9394939736588066,1.2780957788801863,0.0,1.1650657413334002,0.24399238287505615,2.0350919854595064
	5	+resid_A2,0.7162706536096468,2.046785786375974,0.20644247927244724,0.3116508293564936,1.1208904778628002,1.3656777551873778,3.067584603613842,0.0,3.469589476613322,0.0005212544125793452,10.90572468808204
	6	+ldens_entry,0.11387962838879358,1.1206172262642626,0.024880761941899622,0.06511423107475546,0.16264502570283168,1.0672809340692875,1.1766189460653147,0.0,4.57701531226093,4.7165694867962384e-06,17.693830646983102
	7	+pricepos_entry,0.35586478170457925,1.42741452265523,0.11608250478389512,0.12834725309294628,0.5833823103162122,1.1369477427759342,1.7920895946478022,0.0,3.065619426175155,0.0021721960857121365,8.846629942516278
	8	+nocomp_entry,0.13202654294773827,1.1411386080476922,0.07872919632258532,-0.022279846376312223,0.2863329322717888,0.9779665163676454,1.3315356926673054,0.0,1.6769705409765927,0.09354824260499381,3.418145638487981
	9	+pt_Diesel,0.08075691714778112,1.084107336631108,0.10591619753200197,-0.12683501539437292,0.2883488496899351,0.8808789920822022,1.3342226661113499,0.0,0.7624605020717523,0.4457852082930547,1.1655793479090217
	10	+pt_HEV,-0.0661293170828502,0.9360098144061604,0.08369289641925128,-0.23016437982642396,0.09790574566072353,0.7944030079415164,1.1028588309790917,0.0,-0.7901425319489714,0.42944453327818066,1.2194562888601594
	11	+pt_ICE,0.043772276338079195,1.0447444147732714,0.06943662520320647,-0.09232100826821169,0.1798655609443701,0.911812403240114,1.1970564211688128,0.0,0.6303917595358287,0.5284383009392,0.9201930587104329
	12	+pt_PHEV,0.06984500803682998,1.072341963987191,0.09859184598347823,-0.12339145926010732,0.2630814753337673,0.8839175771053327,1.300932708560535,0.0,0.7084258068211283,0.47868087108299495,1.0628639402713151
	13	+pt_unknown,0.13357778766499587,1.1429101669905597,0.10633885257957243,-0.07484253354828033,0.3419981088782721,0.9278895863060718,1.4077576352705334,0.0,1.2561522381016927,0.2090607795876583,2.258005661375135
	14	+body_Coupe,0.07547927196299113,1.0784008743531475,0.10761285758353568,-0.13543805317417684,0.2863965971001591,0.8733332614762794,1.3316204673572023,0.0,0.7013964098518571,0.48305566187082527,1.04973865638901
	15	+body_Hatchback,0.13194122342857545,1.141041250803651,0.12942007224069862,-0.12171745703976589,0.3855999038969168,0.885398496277167,1.470496213298274,0.0,1.0194803722809544,0.3079749667258691,1.6991150064613345
	16	+body_Pickup,-0.06679345420863633,0.9353883819193476,0.10240719352059119,-0.26750786526681863,0.13392095684954597,0.7652843114338529,1.1433024458457377,0.0,-0.652234007322992,0.5142502247969738,0.9594575754839525
	17	+body_SUV,0.016599696240591065,1.0167382367132352,0.08963577951288271,-0.15908320333083226,0.1922825958120144,0.8529253897833546,1.2120129783653357,0.0,0.18519051578287787,0.8530796077394054,0.2292477175502279
	18	+body_Sedan,0.07378509768752607,1.0765754220869364,0.08949700516524167,-0.1016258091605428,0.24919600453559493,0.9033675202833067,1.2829934809679504,0.0,0.8244420866518816,0.4096884094635054,1.2874010169240573
	19	+body_Van,0.032177377184543214,1.032700666597038,0.12146962846113395,-0.2058987198147408,0.2702534741838272,0.8139155056218156,1.3102965349888547,0.0,0.26490059772298435,0.7910860378628145,0.3380934853374314
	20	+body_Wagon,-0.40015365965594907,0.6702170528011449,0.16205331521627,-0.717772321055155,-0.08253499825674315,0.48783779237631947,0.9207792116256247,0.0,-2.469271666068168,0.013538839110261207,6.206752149655798
	21	+body_unknown,0.28857681757345305,1.334526860700666,0.1524248519844293,-0.010170402664876954,0.587324037811783,0.9898811409923921,1.799167463829137,0.0,1.893239939658476,0.058325968238482184,4.09971783795081
	22	+src_direct_dealer,-0.04553181418780024,0.9554892039754274,0.5201188976190433,-1.0649461211998008,0.9738824928242003,0.34474642879079886,2.648206167401965,0.0,-0.0875411649071625,0.9302413661414447,0.10432299957418109
	23	+src_full_portal,0.18344581023289688,1.2013498627784867,0.5070342416240269,-0.8103230422787754,1.1772146627445692,0.4447143814688716,3.2453222853529655,0.0,0.3618016204296604,0.7175002811419773,0.4789486978000028

added results/_pre_final_backup/hazards/cox_ph_test_exit.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+index,test_statistic,p,-log2(p)
	2	+age_years_entry,1.2866582345381203,0.25666470998780566,1.9620431481190943
	3	+body_Coupe,4.212394070525067,0.040129661702279655,4.639187195692717
	4	+body_Hatchback,0.17229835034002747,0.6780772169117142,0.5604785234248181
	5	+body_Pickup,3.060132616414404,0.0802351205623527,3.639622317555238
	6	+body_SUV,2.741143370478921,0.09779477151237734,3.3540988546054264
	7	+body_Sedan,8.381607237094274,0.0037903708916112526,8.04344526019496
	8	+body_Van,22.716854667377707,1.8771413497952265e-06,19.02303127932023
	9	+body_Wagon,4.6781682753659375,0.03054830509493763,5.032763852249905
	10	+body_unknown,1.7524507404357343,0.18556893656583054,2.429972865096141
	11	+ldens_entry,1.0925548862026524,0.29590582122858805,1.7567900165542178
	12	+lkm,1140.3211664920264,5.694444240661252e-250,827.9724686754062
	13	+lprice,3.7044670176900985,0.05426700041577165,4.203781023215083
	14	+nocomp_entry,21.236452970983454,4.0596951989338115e-06,17.910197155089545
	15	+pricepos_entry,14.701944599257889,0.00012591649553860446,12.955245085588174
	16	+pt_Diesel,3.730219375449052,0.053436375067152854,4.2260340459227015
	17	+pt_HEV,10.29168822976813,0.00133630772455706,9.54753201519454
	18	+pt_ICE,4.253932154456059,0.03915956029719916,4.674491624031576
	19	+pt_PHEV,30.74934901740916,2.9360232226944873e-08,25.021561379768702
	20	+pt_unknown,0.5950565730834716,0.440470407781862,1.182882997377169
	21	+resid_A2,116.65326273302635,3.419094610826946e-27,87.91844421737339
	22	+src_direct_dealer,0.24082727281887106,0.6236092522521286,0.6812857619779611
	23	+src_full_portal,157.1332171295938,4.786744965040178e-36,117.33036647378404

added results/_pre_final_backup/hazards/cox_ph_test_first_markdown.csv +23 −0

		@@ -0,0 +1,23 @@
	1	+index,test_statistic,p,-log2(p)
	2	+age_years_entry,0.8186077084394746,0.36558755385373887,1.4517111390951396
	3	+body_Coupe,0.10767419193772326,0.7428077324657861,0.42893926139650074
	4	+body_Hatchback,0.21452637944487224,0.6432425717634052,0.6365652032345077
	5	+body_Pickup,0.010541947008119484,0.9182217221888216,0.12308553288347521
	6	+body_SUV,0.45501228395056703,0.4999642613800468,1.0001031235450866
	7	+body_Sedan,2.002994237252329,0.1569888230508847,2.67126624598104
	8	+body_Van,0.13532316740252293,0.7129754099942966,0.4880757748676314
	9	+body_Wagon,0.0039043091391384966,0.9501770279740785,0.0737317671414453
	10	+body_unknown,0.17203807386093378,0.6783068226231201,0.559990090923824
	11	+ldens_entry,1.8424022146886394,0.17466965380604002,2.517299111168445
	12	+lkm,7.219959611686393,0.007209732982763822,7.115838455372952
	13	+lprice,8.909123732402957,0.0028374938867816108,8.461167000459188
	14	+nocomp_entry,0.12211374066954826,0.726753179167042,0.46046261747185097
	15	+pricepos_entry,0.1982655816543443,0.6561244758120413,0.6079585550421583
	16	+pt_Diesel,2.2666333622011807,0.13218677949518673,2.9193502002693674
	17	+pt_HEV,0.31989146526423723,0.5716728776491948,0.806738249970271
	18	+pt_ICE,0.2665431210534278,0.6056601594808639,0.7234195813171831
	19	+pt_PHEV,2.6255278981573142,0.10515752632022816,3.2493759847483425
	20	+pt_unknown,1.868413965311333,0.171656840609659,2.5424007443385457
	21	+resid_A2,37.94793725058582,7.265784957034339e-10,30.358162281442706
	22	+src_direct_dealer,78.61061291492392,7.564194844035675e-19,60.197447277104786
	23	+src_full_portal,20.530677200409432,5.86831779499843e-06,17.378621567969713

added results/_pre_final_backup/hazards/cutsize_ols.csv +22 −0

		@@ -0,0 +1,22 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
	2	+age_at_cut,-0.01334867991159057,0.0026183402226803787,-5.098145686325519,4.371614257259182e-07,-0.01848903179385661,-0.008208328029324533
	3	+I(age_at_cut ** 2),0.00022824658836423858,4.290973837576299e-05,5.3192258215482555,1.3861080572219464e-07,0.00014400575804097401,0.00031248741868750314
	4	+ldens,-0.02672535010471304,0.011462483126498677,-2.3315497881022007,0.01999486791498173,-0.04922861236389452,-0.004222087845531564
	5	+resid_A2,2.224053963871681,0.22143338692052106,10.043896247091046,0.0,1.7893337096458077,2.658774218097555
	6	+lprice,-1.52632193795838,0.1166722226316213,-13.08213646342849,0.0,-1.755374019890907,-1.2972698560258529
	7	+lkm,-0.19384904071051606,0.018221295793775943,-10.638597984712552,0.0,-0.22962127203459481,-0.1580768093864373
	8	+age_years_entry,-0.06883788492710304,0.010427140556918388,-6.601798887368909,7.802136714474273e-11,-0.08930855223157536,-0.04836721762263072
	9	+C(powertrain)[T.Diesel],0.22408816919907276,0.08796198775335562,2.547556904096044,0.011051387814609681,0.05140030938650994,0.39677602901163556
	10	+C(powertrain)[T.HEV],0.18004548621357275,0.06701842060152745,2.6865074497065846,0.007384103643397255,0.048474248258522756,0.31161672416862274
	11	+C(powertrain)[T.ICE],0.03474634298761326,0.05941827566286054,0.5847753506810617,0.5588789754727839,-0.08190421391821154,0.15139689989343807
	12	+C(powertrain)[T.PHEV],0.09076863705025287,0.08697740080621762,1.0435887507432187,0.297020216496255,-0.0799862717565028,0.26152354585700854
	13	+C(powertrain)[T.unknown],0.06267217093507967,0.07013160204113601,0.8936366646568121,0.37181002925974926,-0.07501089616054914,0.20035523803070848
	14	+C(body_filled)[T.Coupe],0.16108909944191635,0.1131433208174124,1.423761458282434,0.1549416403803625,-0.06103500692583419,0.3832132058096669
	15	+C(body_filled)[T.Hatchback],-0.15242248799674515,0.13741906066133106,-1.109180104006023,0.26771676225589314,-0.4222049711939,0.11735999520040971
	16	+C(body_filled)[T.Pickup],0.06115285362601009,0.21197266181517227,0.28849405910339415,0.7730502495995852,-0.3549940098381779,0.4772997170901981
	17	+C(body_filled)[T.SUV],-0.0684838081326022,0.12882100251057457,-0.5316198973609179,0.5951505695174721,-0.3213864970172251,0.18441888075202073
	18	+C(body_filled)[T.Sedan],-0.0901286426620642,0.12154200499373657,-0.7415431616971334,0.4586020097543564,-0.3287411303487752,0.14848384502464684
	19	+C(body_filled)[T.Van],-0.14806440372400367,0.15060527976674784,-0.9831289045996303,0.3258688284636717,-0.44373420500586247,0.14760539755785515
	20	+C(body_filled)[T.Wagon],-0.04666294888303379,0.19088636611780255,-0.2444540688371451,0.8069476752223106,-0.42141298437234787,0.3280870866062803
	21	+C(source_class)[T.direct_dealer],-0.19122872481011444,0.04050379565287313,-4.721254433756991,2.8092189687800584e-06,-0.2707461841607669,-0.11171126545946194
	22	+C(source_class)[T.full_portal],-0.07278176956029168,0.032841568334219924,-2.216147804502237,0.026988167345921577,-0.13725666710838763,-0.008306872012195751

added results/_pre_final_backup/hazards/empirical_hazard_exit.csv +72 −0

		@@ -0,0 +1,72 @@
	1	+listing_age,events,at_risk,hazard,lo,hi
	2	+0,1327,79699,0.016650146174983376,0.01578480707727654,0.01756207755285168
	3	+1,10297,78009,0.13199759002166417,0.12964039631162003,0.13439102561387575
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	7	+5,1237,58631,0.021098053930514574,0.019965788389143264,0.022293069947855647
	8	+6,1518,56340,0.026943556975505857,0.025638451435230455,0.028313167412809648
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	10	+8,1308,51185,0.02555436162938361,0.024222492497007322,0.026957440163282477
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added results/_pre_final_backup/hazards/empirical_hazard_exit_banner.csv +72 −0

		@@ -0,0 +1,72 @@
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added results/_pre_final_backup/hazards/empirical_hazard_exit_direct_dealer.csv +72 −0

		@@ -0,0 +1,72 @@
	1	+listing_age,events,at_risk,hazard,lo,hi
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added results/_pre_final_backup/hazards/empirical_hazard_exit_full_portal.csv +72 −0

		@@ -0,0 +1,72 @@
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added results/_pre_final_backup/hazards/empirical_hazard_first_markdown.csv +72 −0

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added results/_pre_final_backup/hazards/summary.json +513 −0

		@@ -0,0 +1,513 @@
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	510	+ }
	511	+ }
	512	+ }
	513	+}
		\ No newline at end of file

added results/_pre_final_backup/hedonic/coefs_A1_linear_mm.csv +39 −0

		@@ -0,0 +1,39 @@
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added results/_pre_final_backup/hedonic/coefs_A2_spline_mm.csv +51 −0

		@@ -0,0 +1,51 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
	2	+age,-0.08505418991227316,0.0009166118417031229,-92.79193879301961,0.0,-0.08685279929620264,-0.08325558052834368
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added results/_pre_final_backup/hedonic/coefs_A2t_tensor_mm.csv +100 −0

		@@ -0,0 +1,100 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
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added results/_pre_final_backup/hedonic/coefs_A3_spline_x_powertrain.csv +86 −0

		@@ -0,0 +1,86 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
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added results/_pre_final_backup/hedonic/coefs_A4_spline_mmt.csv +53 −0

		@@ -0,0 +1,53 @@
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added results/_pre_final_backup/hedonic/coefs_A5_spline_dealerFE.csv +36 −0

		@@ -0,0 +1,36 @@
	1	+term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
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added results/_pre_final_backup/hedonic/cv_grouped_dealer.json +221 −0

		@@ -0,0 +1,221 @@
	1	+{
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	3	+ "A1_linear_mm": [
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	37	+ "n_test": 27971
	38	+ }
	39	+ ],
	40	+ "A2_spline_mm": [
	41	+ {
	42	+ "fold": 0,
	43	+ "rmse": 0.18247406434203167,
	44	+ "mae": 0.1168567356577753,
	45	+ "coverage": 0.981404958677686,
	46	+ "n_test": 28025
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	48	+ {
	49	+ "fold": 1,
	50	+ "rmse": 0.16449457130624476,
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	52	+ "coverage": 0.9957793625382041,
	53	+ "n_test": 27368
	54	+ },
	55	+ {
	56	+ "fold": 2,
	57	+ "rmse": 0.18346768958958332,
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	62	+ {
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	66	+ "coverage": 0.9874487993686821,
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	69	+ {
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	73	+ "coverage": 0.989283440616821,
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	76	+ ],
	77	+ "A2t_tensor_mm": [
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	85	+ {
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	92	+ {
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	99	+ {
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	104	+ "n_test": 26277
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	106	+ {
	107	+ "fold": 4,
	108	+ "rmse": 0.15853828703791556,
	109	+ "mae": 0.1051381087059877,
	110	+ "coverage": 0.989283440616821,
	111	+ "n_test": 27971
	112	+ }
	113	+ ],
	114	+ "A4_spline_mmt": [
	115	+ {
	116	+ "fold": 0,
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	118	+ "mae": 0.10583574268573072,
	119	+ "coverage": 0.5397464630900687,
	120	+ "n_test": 15413
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	122	+ {
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	124	+ "rmse": 0.15512813729050604,
	125	+ "mae": 0.09361554627316802,
	126	+ "coverage": 0.4897758695968564,
	127	+ "n_test": 13461
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	129	+ {
	130	+ "fold": 2,
	131	+ "rmse": 0.1659406333589489,
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	133	+ "coverage": 0.6031490497879692,
	134	+ "n_test": 15361
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	136	+ {
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	143	+ {
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	147	+ "coverage": 0.6718893683242555,
	148	+ "n_test": 18997
	149	+ }
	150	+ ],
	151	+ "A6_lightgbm": [
	152	+ {
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	187	+ ]
	188	+ },
	189	+ "summary": {
	190	+ "A1_linear_mm": {
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	192	+ "rmse_sd": 0.009871079238145914,
	193	+ "mae_mean": 0.11661499574253673,
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	196	+ "A2_spline_mm": {
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	198	+ "rmse_sd": 0.01026798566662213,
	199	+ "mae_mean": 0.11218226102756172,
	200	+ "coverage": 0.9844223887284207
	201	+ },
	202	+ "A2t_tensor_mm": {
	203	+ "rmse_mean": 0.17235506746604798,
	204	+ "rmse_sd": 0.013464580245621582,
	205	+ "mae_mean": 0.11193777707001018,
	206	+ "coverage": 0.9844223887284207
	207	+ },
	208	+ "A4_spline_mmt": {
	209	+ "rmse_mean": 0.16144358454843122,
	210	+ "rmse_sd": 0.015747217617788342,
	211	+ "mae_mean": 0.09442842690605459,
	212	+ "coverage": 0.5747372600767816
	213	+ },
	214	+ "A6_lightgbm": {
	215	+ "rmse_mean": 0.15870132744055482,
	216	+ "rmse_sd": 0.01266574255123703,
	217	+ "mae_mean": 0.09502004082535304,
	218	+ "coverage": 1.0
	219	+ }
	220	+ }
	221	+}
		\ No newline at end of file

added results/_pre_final_backup/hedonic/dispersion_by_region.csv +18 −0

		@@ -0,0 +1,18 @@
	1	+region,iqr,sd,n
	2	+(missing),0.15241485938359473,0.2484220341867935,6041
	3	+Abitibi-Témiscamingue,0.15810661628892483,0.1737486909661265,3338
	4	+Bas-Saint-Laurent,0.16774938569269512,0.23701906136204803,4423
	5	+Capitale-Nationale,0.1432907008924193,0.1556641070392749,17015
	6	+Centre-du-Québec,0.15424733666676888,0.15601713650879184,3839
	7	+Chaudière-Appalaches,0.1655276984726986,0.18506214469314103,9176
	8	+Côte-Nord,0.12910711631212937,0.1213778956081262,2909
	9	+Estrie,0.1482428307961338,0.15278104289626362,4627
	10	+Gaspésie–Îles-de-la-Madeleine,0.15421419684757065,0.15342762913645613,741
	11	+Lanaudière,0.1468293295044321,0.14547547457817125,8549
	12	+Laurentides,0.14880399757153132,0.14037811824085974,12654
	13	+Laval,0.13149101325425122,0.15589498794484552,8968
	14	+Mauricie,0.13137130589,0.13060568958201285,7146
	15	+Montréal,0.16616812394131242,0.16277045115311317,12120
	16	+Montérégie,0.15899194868349997,0.14860388330561897,26490
	17	+Outaouais,0.13744509664027293,0.1308961761974694,4348
	18	+Saguenay–Lac-Saint-Jean,0.15557921163816668,0.16151495487206932,4009

added results/_pre_final_backup/hedonic/region_premia_A2.csv +17 −0

		@@ -0,0 +1,17 @@
	1	+region,Estimate,Std. Error,2.5%,97.5%
	2	+(missing),0.027222670720390075,0.023367867632595244,-0.018630616455470306,0.07307595789625046
	3	+Abitibi-Témiscamingue,0.0279553461163767,0.015299897220800126,-0.0020666735242995116,0.05797736575705291
	4	+Bas-Saint-Laurent,0.027250704078541563,0.01950183231777824,-0.011016506767656128,0.06551791492473925
	5	+Capitale-Nationale,0.009195232892148608,0.013324388177895203,-0.016950370428175134,0.035340836212472346
	6	+Centre-du-Québec,0.010096978247849017,0.013799164504991726,-0.01698024859983032,0.03717420509552835
	7	+Chaudière-Appalaches,-0.0011129357994559452,0.015192594552713809,-0.030924402208153262,0.028698530609241373
	8	+Côte-Nord,0.0057843733578359985,0.013973162862889516,-0.02163427945126425,0.033203026166936246
	9	+Estrie,0.007387028990914035,0.013785364464234624,-0.019663118910503583,0.03443717689233165
	10	+Gaspésie–Îles-de-la-Madeleine,0.020714319325495233,0.017155186770717465,-0.012948217535848083,0.054376856186838546
	11	+Lanaudière,-0.007850763762476313,0.017067977251575606,-0.0413421749058657,0.025640647380913067
	12	+Laurentides,-0.0130813194026723,0.01207682960862716,-0.03677891752865131,0.010616278723306716
	13	+Laval,0.00691156735523364,0.014452285663036323,-0.021447237790102436,0.03527037250056971
	14	+Mauricie,0.01966348947629454,0.014095767595050336,-0.007995742836305112,0.0473227217888942
	15	+Montérégie,0.004209298592528483,0.0128856330286059,-0.02107536327705769,0.02949396046211466
	16	+Outaouais,0.013684107536571585,0.012101917486940473,-0.010062718944643776,0.037430934017786945
	17	+Saguenay–Lac-Saint-Jean,0.025463602673954273,0.018198012934249937,-0.010245205944092107,0.061172411292000656

added results/_pre_final_backup/hedonic/region_premia_A4.csv +17 −0

		@@ -0,0 +1,17 @@
	1	+region,Estimate,Std. Error,2.5%,97.5%
	2	+(missing),0.030022810990545386,0.030814084901318168,-0.03044171689263337,0.09048733887372415
	3	+Abitibi-Témiscamingue,0.03047929987779571,0.015980299930405357,-0.0008778309218997297,0.061836430677491144
	4	+Bas-Saint-Laurent,0.03705788763974842,0.03160104246049697,-0.024950837237507205,0.09906661251700405
	5	+Capitale-Nationale,0.00018811997419042204,0.016371258446771893,-0.03193616396958555,0.032312403917966394
	6	+Centre-du-Québec,0.012483281752859931,0.01857910438467856,-0.023973318490486235,0.0489398819962061
	7	+Chaudière-Appalaches,0.011331880923327306,0.022847011596555538,-0.033499363429742725,0.05616312527639734
	8	+Côte-Nord,0.009238359867216087,0.014989264756033564,-0.020174125354786056,0.03865084508921823
	9	+Estrie,0.01498814113189832,0.017553497490383384,-0.019455975636573072,0.04943225790036972
	10	+Gaspésie–Îles-de-la-Madeleine,0.026904159239928394,0.019433415970901726,-0.01122880254040775,0.06503712102026454
	11	+Lanaudière,-0.01025317733712667,0.02617232279004195,-0.061609469311202134,0.041103114636948795
	12	+Laurentides,-0.005451159536868261,0.017770471226205547,-0.04032103012998026,0.02941871105624374
	13	+Laval,0.010861779879471841,0.021635377861634355,-0.031591952307198995,0.05331551206614267
	14	+Mauricie,0.024046332027682624,0.015349817349690657,-0.006073642721344193,0.054166306776709444
	15	+Montérégie,0.01291498969959945,0.013767253673263627,-0.01409962054333637,0.03992959994253527
	16	+Outaouais,0.02107466964130463,0.014319118697520394,-0.0070228303987413705,0.04917216968135063
	17	+Saguenay–Lac-Saint-Jean,0.023092594344520614,0.01930454446429379,-0.014787491037584102,0.06097267972662533

added results/_pre_final_backup/hedonic/summary.json +91 −0

		@@ -0,0 +1,91 @@
	1	+{
	2	+ "fits": {
	3	+ "A1_linear_mm": {
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	10	+ "A2_spline_mm": {
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	17	+ "A2t_tensor_mm": {
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	24	+ "A3_spline_x_powertrain": {
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	27	+ "r2_within": 0.8474072296229802,
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	31	+ "A4_spline_mmt": {
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	38	+ "A5_spline_dealerFE": {
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	45	+ },
	46	+ "tests": {
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	48	+ "stat": 340.0404296873393,
	49	+ "df": 6,
	50	+ "p": 2.1195254201273663e-70
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	52	+ "H1_nonlinear_km": {
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	57	+ "H1_nonlinear_joint": {
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	62	+ "H1_tensor_interaction": {
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	64	+ "df": 49,
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	66	+ },
	67	+ "H1_age_x_powertrain": {
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	69	+ "df": 35,
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	71	+ },
	72	+ "H4_region_joint": {
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	74	+ "df": 16,
	75	+ "p": 0.5340937064633859
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	77	+ },
	78	+ "n_S1": 136393,
	79	+ "age_knots": [
	80	+ 2.8813492407262014,
	81	+ 3.9247676555868214,
	82	+ 5.8825638597952,
	83	+ 8.879980315332634
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	85	+ "km_knots": [
	86	+ 2.7582,
	87	+ 5.4727,
	88	+ 8.355399999999998,
	89	+ 12.29
	90	+ ]
	91	+}
		\ No newline at end of file

added results/_pre_final_backup/hedonic/surface_A2t.csv +3601 −0

		@@ -0,0 +1,3601 @@
	1	+age,km,logp_rel
	2	+0.25,0.5,0.08310248019615352
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	4	+0.25,1.5,0.04064664541496854
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added results/_pre_final_backup/prediction/calibration_exit30_chronological_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
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	11	+9,0.9,1.0,1268,0.9720777465102893,0.9858044164037855

added results/_pre_final_backup/prediction/calibration_exit30_chronological_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,7,0.08033746252546661,0.14285714285714285
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	11	+9,0.9,1.0,719,0.9225941545015905,0.933240611961057

added results/_pre_final_backup/prediction/calibration_exit30_dealer_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,8,0.09213412512522534,0.25
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	11	+9,0.9,1.0,50,0.9176359253294732,0.86

added results/_pre_final_backup/prediction/calibration_exit30_dealer_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
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	11	+9,0.9,1.0,6,0.9264464574513923,0.8333333333333334

added results/_pre_final_backup/prediction/calibration_exit30_region_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,9,0.08454567959818887,0.1111111111111111
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	11	+9,0.9,1.0,15,0.908321614173913,1.0

added results/_pre_final_backup/prediction/calibration_exit30_region_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,7,0.07476635017116388,0.42857142857142855
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	11	+9,0.9,1.0,5,0.9185676420535671,0.6

added results/_pre_final_backup/prediction/calibration_markdown30_chronological_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
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	10	+8,0.8,0.9,32,0.8337256019976423,0.75
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30_chronological_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,4627,0.07009799850649404,0.06894315971471796
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	11	+9,0.9,1.0,17,0.9181487635992029,0.6470588235294118

added results/_pre_final_backup/prediction/calibration_markdown30_dealer_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
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	9	+7,0.7,0.8,0,,
	10	+8,0.8,0.9,0,,
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30_dealer_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,5855,0.08374695688196121,0.11767719897523485
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	11	+9,0.9,1.0,2,0.9275017434813804,0.5

added results/_pre_final_backup/prediction/calibration_markdown30_region_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,12058,0.06815232393767487,0.1456294576214961
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	10	+8,0.8,0.9,0,,
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30_region_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,3289,0.07964342921022392,0.09972636059592581
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	10	+8,0.8,0.9,3,0.8353782466022478,1.0
	11	+9,0.9,1.0,1,0.9556629143105682,0.0

added results/_pre_final_backup/prediction/calibration_markdown30cr_chronological_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,914,0.07333370640461523,0.10393873085339168
	3	+1,0.1,0.2,1188,0.1439215773313569,0.18434343434343434
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	11	+9,0.9,1.0,261,0.9166957048079772,0.8850574712643678

added results/_pre_final_backup/prediction/calibration_markdown30cr_chronological_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,556,0.06861188405648935,0.09172661870503597
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	11	+9,0.9,1.0,355,0.9334226996042412,0.8084507042253521

added results/_pre_final_backup/prediction/calibration_markdown30cr_dealer_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,2,0.09840359640480163,0.5
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	8	+6,0.6,0.7,2,0.6287765575512761,1.0
	9	+7,0.7,0.8,0,,
	10	+8,0.8,0.9,0,,
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30cr_dealer_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,9,0.09126445391308836,0.0
	3	+1,0.1,0.2,1720,0.17592562678974416,0.29941860465116277
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	8	+6,0.6,0.7,10,0.6518561827860737,0.7
	9	+7,0.7,0.8,2,0.7689827111655113,1.0
	10	+8,0.8,0.9,1,0.8217956131433977,1.0
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30cr_region_holdout_lightgbm.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,899,0.0670029989850934,0.10233592880978866
	3	+1,0.1,0.2,4217,0.16358831668104684,0.42162674887360685
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	5	+3,0.3,0.4,1294,0.33850583492027203,0.4868624420401855
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	10	+8,0.8,0.9,6,0.8151386855808734,1.0
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/calibration_markdown30cr_region_holdout_logistic.csv +11 −0

		@@ -0,0 +1,11 @@
	1	+bin,lo,hi,n,mean_pred,frac_pos
	2	+0,0.0,0.1,946,0.06541153307935926,0.12684989429175475
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	9	+7,0.7,0.8,9,0.7328199302271509,0.6666666666666666
	10	+8,0.8,0.9,0,,
	11	+9,0.9,1.0,0,,

added results/_pre_final_backup/prediction/cox_exit_summary.csv +38 −0

		@@ -0,0 +1,38 @@
	1	+term,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
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	28	+region=Chaudière-Appalaches,-0.3071981041101734,0.7355048799340005,0.027690391992877338,-0.36147027513400926,-0.25292593308633754,0.6966513036343721,0.7765253945331708,0.0,-11.094032334002078,1.3410340868082135e-28,92.59064074828073
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	32	+region=Lanaudière,-0.29230710227579193,0.7465392368674106,0.029710477477431173,-0.35053856809504547,-0.2340756364565384,0.7043086693776487,0.791301962355573,0.0,-9.838519172161934,7.683337415763586e-23,73.46261307103316
	33	+region=Laurentides,-0.3392517173760322,0.7123031274467715,0.024151611243048092,-0.38658800558101913,-0.2919154291710453,0.6793709343098999,0.7468316934780853,0.0,-14.046752987285018,8.064779372526322e-45,146.47512920369434
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	35	+region=Mauricie,-0.11529813050381545,0.8911004400784405,0.029171827792455824,-0.17247386234023346,-0.05812239866739744,0.8415802854634691,0.9435344530090687,0.0,-3.952379375200922,7.737793685529335e-05,13.657718212033531
	36	+region=Montérégie,-0.03144116487615552,0.9690479688338156,0.019848087093813655,-0.07034270074204454,0.007460370989733518,0.9320743425976707,1.0074882688904632,0.0,-1.5840904328737677,0.11317314121418574,3.1433964833146284
	37	+region=Outaouais,-0.14635410736739227,0.863851752748205,0.03337086356855675,-0.21175979809476328,-0.08094841664002125,0.8091590357673932,0.9222412625206914,0.0,-4.38568534694117,1.1562115711403147e-05,16.40023505868603
	38	+region=Saguenay–Lac-Saint-Jean,0.10412323421645701,1.1097372040841396,0.03214127636497418,0.04112749012395915,0.1671189783089549,1.0419849398669145,1.181894876797141,0.0,3.239548829178572,0.001197189660376101,9.70613256061031

added results/_pre_final_backup/prediction/feature_importance_exit30_chronological.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_exit30,0.2978827032022339
	3	+km10k,0.12699982777345603
	4	+age_years_entry,0.08054663196745093
	5	+model,0.07505869725566801
	6	+dealer_log_n_train,0.07050287748171483
	7	+resid_A2,0.05403080518047422
	8	+logp,0.053568728014089635
	9	+region,0.04342357598318937
	10	+make,0.038416863554067565
	11	+dealer_rate_markdown30,0.031268308196356565
	12	+pricepos_25,0.027617342774513377
	13	+log_dens_50,0.018306946126070357
	14	+year,0.016797789210763716
	15	+log_own_stock,0.015454165269818102
	16	+log_dens_25,0.01029542990856349
	17	+source_class,0.00978840151480924
	18	+log_dens_10,0.005912874930765868
	19	+powertrain,0.005612104340842328
	20	+transmission,0.005404770021820868
	21	+trim,0.005308941780744152
	22	+body,0.002916273803204054
	23	+drivetrain,0.0026996007562051032
	24	+week,0.0021863409531782505

added results/_pre_final_backup/prediction/feature_importance_exit30_dealer_holdout.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_exit30,0.2213782548933943
	3	+km10k,0.1172441694395037
	4	+age_years_entry,0.07832955423709972
	5	+model,0.0765199020448316
	6	+dealer_log_n_train,0.0631476928141842
	7	+resid_A2,0.06063128069296767
	8	+logp,0.05378073309848948
	9	+region,0.05201525687920294
	10	+pricepos_25,0.05159623140162495
	11	+dealer_rate_markdown30,0.04267347237228672
	12	+make,0.03645253903435293
	13	+log_dens_50,0.026571597027781023
	14	+log_own_stock,0.0201478366691981
	15	+log_dens_25,0.019728571744619148
	16	+week,0.016991980758055733
	17	+log_dens_10,0.014433444850602667
	18	+year,0.01377196139682874
	19	+trim,0.00794190750217208
	20	+transmission,0.0077410888744079325
	21	+source_class,0.0070942356215545465
	22	+powertrain,0.004581551327496615
	23	+body,0.0037856397376565903
	24	+drivetrain,0.00344109758168865

added results/_pre_final_backup/prediction/feature_importance_markdown30_chronological.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_markdown30,0.35288453450935536
	3	+dealer_log_n_train,0.06843359188160367
	4	+dealer_rate_exit30,0.06357480603224636
	5	+resid_A2,0.0600692287531221
	6	+km10k,0.05558636808132423
	7	+region,0.05434452929258355
	8	+model,0.05329967875687447
	9	+logp,0.053058192894170055
	10	+age_years_entry,0.04994027591875543
	11	+pricepos_25,0.04027057959847371
	12	+make,0.03301741630953786
	13	+log_dens_50,0.021941315004755723
	14	+log_own_stock,0.02060455698291712
	15	+log_dens_25,0.016218701623901478
	16	+log_dens_10,0.013915307993025308
	17	+year,0.010671619239301055
	18	+week,0.008822551577269465
	19	+source_class,0.005809585174829597
	20	+transmission,0.004166282856076054
	21	+trim,0.0038609476074115997
	22	+drivetrain,0.0038049292960374726
	23	+powertrain,0.0034198155382327306
	24	+body,0.00228518507819562

added results/_pre_final_backup/prediction/feature_importance_markdown30_dealer_holdout.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_markdown30,0.31254190225959305
	3	+dealer_log_n_train,0.06860043690080046
	4	+dealer_rate_exit30,0.06419929553469192
	5	+km10k,0.06396587900042866
	6	+model,0.06245095165593576
	7	+resid_A2,0.06080898953363132
	8	+region,0.05914085748017071
	9	+age_years_entry,0.05353966986821386
	10	+logp,0.05007331611849612
	11	+pricepos_25,0.047523055842653705
	12	+make,0.03128750857661121
	13	+log_dens_50,0.02640419136881094
	14	+log_own_stock,0.021983699995305216
	15	+log_dens_25,0.017469494695193374
	16	+week,0.015086783778139115
	17	+log_dens_10,0.013501572950335203
	18	+trim,0.007473171260140583
	19	+year,0.0066962473762676705
	20	+transmission,0.005587284227416038
	21	+source_class,0.004316627964506675
	22	+drivetrain,0.0027254240979950424
	23	+powertrain,0.0025049771162279806
	24	+body,0.0021186623984353783

added results/_pre_final_backup/prediction/feature_importance_markdown30cr_chronological.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_markdown30,0.45297625055452595
	3	+dealer_rate_exit30,0.14790882504235908
	4	+dealer_log_n_train,0.06313974000180579
	5	+logp,0.03843993663458313
	6	+pricepos_25,0.03691797475027749
	7	+resid_A2,0.03419954083010131
	8	+age_years_entry,0.03350078865250116
	9	+km10k,0.03301339524333261
	10	+region,0.0324418083724515
	11	+make,0.01969964576101193
	12	+log_own_stock,0.018421431254185952
	13	+log_dens_50,0.018237422301472874
	14	+log_dens_25,0.014242418926082781
	15	+model,0.012474965230281769
	16	+week,0.01057198813051438
	17	+log_dens_10,0.00909399160677905
	18	+transmission,0.006612696786617674
	19	+source_class,0.005125969784883328
	20	+drivetrain,0.004116676558952936
	21	+body,0.0036926389923313215
	22	+year,0.0031803310594415942
	23	+powertrain,0.0011578592103867848
	24	+trim,0.0008337043151195875

added results/_pre_final_backup/prediction/feature_importance_markdown30cr_dealer_holdout.csv +24 −0

		@@ -0,0 +1,24 @@
	1	+,gain_share
	2	+dealer_rate_markdown30,0.48611629219129837
	3	+dealer_rate_exit30,0.15174148894795092
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	16	+log_dens_25,0.01005690788239803
	17	+log_dens_10,0.006126902410742026
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	20	+source_class,0.0046502476062193435
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	22	+body,0.001953528261469658
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	24	+powertrain,0.0008003843996299479

added results/_pre_final_backup/prediction/metrics.json +1610 −0

		@@ -0,0 +1,1610 @@
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	1202	+ },
	1203	+ "per_region": {
	1204	+ "Mont\u00e9r\u00e9gie": {
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	1219	+ },
	1220	+ "Capitale-Nationale": {
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	1224	+ "auc": 0.6112885021555081,
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	1236	+ "Montr\u00e9al": {
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	1252	+ "Laurentides": {
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	1267	+ },
	1268	+ "Laval": {
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	1270	+ "log_loss": 0.6679218283231959,
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	1272	+ "auc": 0.6305263465949894,
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	1280	+ "n_test": 3309,
	1281	+ "base_rate": 0.5811423390752494
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	1283	+ },
	1284	+ "Chaudi\u00e8re-Appalaches": {
	1285	+ "logistic": {
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	1287	+ "brier": 0.24763961671065904,
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	1289	+ "n_test": 2820,
	1290	+ "base_rate": 0.5315602836879433
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	1292	+ "lightgbm": {
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	1295	+ "auc": 0.6157178214696752,
	1296	+ "n_test": 2820,
	1297	+ "base_rate": 0.5315602836879433
	1298	+ }
	1299	+ }
	1300	+ },
	1301	+ "aggregation": "unweighted mean over the 6 held-out regions; CI = bootstrap within region, then averaged"
	1302	+ },
	1303	+ "drift": {
	1304	+ "weeks_4_5": {
	1305	+ "n_train": 24354,
	1306	+ "n_test": 16259,
	1307	+ "weeks_observable": [
	1308	+ 4,
	1309	+ 5
	1310	+ ],
	1311	+ "models": {
	1312	+ "logistic": {
	1313	+ "log_loss": 0.618162464970206,
	1314	+ "log_loss_ci": [
	1315	+ 0.6123170701522876,
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	1318	+ "brier": 0.21437804280362754,
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	1323	+ "auc": 0.6959144125378385,
	1324	+ "auc_ci": [
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	1328	+ "ece": 0.020602736684108267,
	1329	+ "n_test": 16259,
	1330	+ "base_rate": 0.5975767267359616,
	1331	+ "n_boot": 200
	1332	+ },
	1333	+ "lightgbm": {
	1334	+ "log_loss": 0.5954846295525256,
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	1336	+ 0.5882372598982487,
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	1339	+ "brier": 0.20552943836890286,
	1340	+ "brier_ci": [
	1341	+ 0.20264678625904206,
	1342	+ 0.20868024684517003
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	1344	+ "auc": 0.7275086552544345,
	1345	+ "auc_ci": [
	1346	+ 0.720227611541182,
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	1348	+ ],
	1349	+ "ece": 0.03206067711276024,
	1350	+ "n_test": 16259,
	1351	+ "base_rate": 0.5975767267359616,
	1352	+ "n_boot": 200
	1353	+ }
	1354	+ }
	1355	+ },
	1356	+ "weeks_6_7": {
	1357	+ "n_train": 24354,
	1358	+ "n_test": 3390,
	1359	+ "weeks_observable": [
	1360	+ 6
	1361	+ ],
	1362	+ "models": {
	1363	+ "logistic": {
	1364	+ "log_loss": 0.6335406964925955,
	1365	+ "log_loss_ci": [
	1366	+ 0.6212458123830099,
	1367	+ 0.6450765383488211
	1368	+ ],
	1369	+ "brier": 0.2219334974369145,
	1370	+ "brier_ci": [
	1371	+ 0.21648779673683372,
	1372	+ 0.22684994886530957
	1373	+ ],
	1374	+ "auc": 0.674931342556254,
	1375	+ "auc_ci": [
	1376	+ 0.6582693643726644,
	1377	+ 0.6910379276071871
	1378	+ ],
	1379	+ "ece": 0.022569791027503453,
	1380	+ "n_test": 3390,
	1381	+ "base_rate": 0.58023598820059,
	1382	+ "n_boot": 200
	1383	+ },
	1384	+ "lightgbm": {
	1385	+ "log_loss": 0.6185171938975021,
	1386	+ "log_loss_ci": [
	1387	+ 0.6036703816435322,
	1388	+ 0.6330047222841904
	1389	+ ],
	1390	+ "brier": 0.21666892021735712,
	1391	+ "brier_ci": [
	1392	+ 0.2107951018556213,
	1393	+ 0.22316674678411297
	1394	+ ],
	1395	+ "auc": 0.6953947798549575,
	1396	+ "auc_ci": [
	1397	+ 0.6785078625186961,
	1398	+ 0.7134433722139846
	1399	+ ],
	1400	+ "ece": 0.02787863043036501,
	1401	+ "n_test": 3390,
	1402	+ "base_rate": 0.58023598820059,
	1403	+ "n_boot": 200
	1404	+ }
	1405	+ }
	1406	+ }
	1407	+ },
	1408	+ "chronological_oct1_naive": {
	1409	+ "n_train": 49629,
	1410	+ "n_test": 3317,
	1411	+ "base_rate_train": 0.5878014870337908,
	1412	+ "models": {
	1413	+ "logistic": {
	1414	+ "log_loss": 0.6322114387021451,
	1415	+ "log_loss_ci": [
	1416	+ 0.6197245122439214,
	1417	+ 0.6447269181842753
	1418	+ ],
	1419	+ "brier": 0.22084303889969914,
	1420	+ "brier_ci": [
	1421	+ 0.21527341133434813,
	1422	+ 0.2263263065133749
	1423	+ ],
	1424	+ "auc": 0.7127074429684979,
	1425	+ "auc_ci": [
	1426	+ 0.6945860057032724,
	1427	+ 0.7332895663949947
	1428	+ ],
	1429	+ "ece": 0.08236096055258645,
	1430	+ "n_test": 3317,
	1431	+ "base_rate": 0.4615616520952668,
	1432	+ "n_boot": 200
	1433	+ },
	1434	+ "lightgbm": {
	1435	+ "log_loss": 0.629292096351042,
	1436	+ "log_loss_ci": [
	1437	+ 0.6157108059959672,
	1438	+ 0.6422784020925622
	1439	+ ],
	1440	+ "brier": 0.22257599524033,
	1441	+ "brier_ci": [
	1442	+ 0.21679288730122043,
	1443	+ 0.2278356290587968
	1444	+ ],
	1445	+ "auc": 0.728343608719535,
	1446	+ "auc_ci": [
	1447	+ 0.7147762501849771,
	1448	+ 0.7432568738375331
	1449	+ ],
	1450	+ "ece": 0.12296025739657858,
	1451	+ "n_test": 3317,
	1452	+ "base_rate": 0.4615616520952668,
	1453	+ "n_boot": 200,
	1454	+ "best_iteration": 416
	1455	+ }
	1456	+ }
	1457	+ }
	1458	+ }
	1459	+ },
	1460	+ "notes": {
	1461	+ "region_holdout_regions": [
	1462	+ "Mont\u00e9r\u00e9gie",
	1463	+ "Capitale-Nationale",
	1464	+ "Montr\u00e9al",
	1465	+ "Laurentides",
	1466	+ "Laval",
	1467	+ "Chaudi\u00e8re-Appalaches"
	1468	+ ],
	1469	+ "drift": "train = entries in weeks 0-3 (days 0-27); the week 6-7 window only contains observable entries up to day 44 (week 6), week 7 has no determinable 30-day outcome",
	1470	+ "chronological_oct1_naive": "Analysis-plan cutoff (entry before vs on/after 2026-10-01 UTC) applied to the looser rule entry day <= 51. Test entries (days 50-51) have only ~22-24 days of confirmable follow-up: exits at ages between ~23 and 30 days are coded 0 (exit30 base rate is a lower bound) and the last-day markdowns may be unclassified. Reported as a sensitivity only.",
	1471	+ "chronological": "primary chronological split: train entries before 2026-09-15 UTC, test 2026-09-15 to day 44 (2026-09-25); the plan's 2026-10-01 cutoff leaves no listing with a determinable 30-day outcome in the test fold",
	1472	+ "targets": {
	1473	+ "markdown30": "first sustained markdown (>=1 % and >=100 $) at listing age <= 30 d; exits before any cut count as 0",
	1474	+ "markdown30cr": "competing-risk-aware: listings that exit within 30 d without a prior cut are removed; event = markdown within 30 d among the rest",
	1475	+ "exit30": "disappearance confirmed by >= 7 d of absence at listing age <= 30 d (NOT a sale)"
	1476	+ },
	1477	+ "features": {
	1478	+ "numeric": [
	1479	+ "age_years_entry",
	1480	+ "km10k",
	1481	+ "year",
	1482	+ "logp",
	1483	+ "resid_A2",
	1484	+ "week",
	1485	+ "log_dens_10",
	1486	+ "log_dens_25",
	1487	+ "log_dens_50",
	1488	+ "log_own_stock",
	1489	+ "pricepos_25"
	1490	+ ],
	1491	+ "dealer_target_encoding": [
	1492	+ "dealer_rate_markdown30",
	1493	+ "dealer_rate_exit30",
	1494	+ "dealer_log_n_train",
	1495	+ "(training fold only; inner 5-fold OOF for training rows; smoothing m=20)"
	1496	+ ],
	1497	+ "categorical_lightgbm": [
	1498	+ "powertrain",
	1499	+ "body",
	1500	+ "region",
	1501	+ "source_class",
	1502	+ "make",
	1503	+ "model",
	1504	+ "trim",
	1505	+ "transmission",
	1506	+ "drivetrain"
	1507	+ ],
	1508	+ "one_hot_logistic": [
	1509	+ "powertrain",
	1510	+ "body",
	1511	+ "region",
	1512	+ "source_class"
	1513	+ ],
	1514	+ "competition_at_entry": "risk_set row with listing_age = 0 (dens_10/25/50, own_stock, pricepos_25; NaN when no competitor or no coordinates)",
	1515	+ "excluded": "dealer_id (identity), anything measured after entry"
	1516	+ },
	1517	+ "models": {
	1518	+ "logistic": "sklearn LogisticRegression L2, C=1, standardised numerics + missing indicators + one-hot coarse categoricals",
	1519	+ "lightgbm": {
	1520	+ "n_estimators": 2000,
	1521	+ "learning_rate": 0.05,
	1522	+ "num_leaves": 31,
	1523	+ "min_child_samples": 50,
	1524	+ "subsample": 0.8,
	1525	+ "subsample_freq": 1,
	1526	+ "colsample_bytree": 0.8,
	1527	+ "reg_lambda": 1.0,
	1528	+ "cat_l2": 10.0,
	1529	+ "cat_smooth": 50.0,
	1530	+ "max_cat_to_onehot": 4,
	1531	+ "n_jobs": 8,
	1532	+ "verbose": -1,
	1533	+ "random_state": 36,
	1534	+ "early_stopping": "100 rounds on inner validation (latest 15 % of training entries for chronological splits, 15 % of training dealers otherwise)"
	1535	+ }
	1536	+ },
	1537	+ "metrics": {
	1538	+ "ci": "200 bootstrap resamples of test rows, percentile 2.5/97.5",
	1539	+ "calibration": "10 equal-width probability bins; ECE = n-weighted |frac_pos - mean_pred|"
	1540	+ }
	1541	+ },
	1542	+ "samples": {
	1543	+ "n_S2": 80856,
	1544	+ "n_strict_observable": 44003,
	1545	+ "strict_rule": "entry_ts <= SNAPSHOT_TS - 30 - 7 days (entry day <= 44); every listing has a determined 30-day exit and markdown outcome",
	1546	+ "n_naive_observable": 52946,
	1547	+ "naive_rule": "entry day <= 51 (analysis-plan rule; exit at ages > snapshot-7d-entry cannot be confirmed)",
	1548	+ "n_without_coordinates": 573,
	1549	+ "base_rates_strict": {
	1550	+ "markdown30": 0.18387382678453743,
	1551	+ "markdown30cr": 0.39780716849402625,
	1552	+ "exit30": 0.5930504738313297
	1553	+ },
	1554	+ "n_markdown30cr": 20339,
	1555	+ "n_exit_before_cut_removed_in_cr": 23664
	1556	+ },
	1557	+ "survival": {
	1558	+ "model": "CoxPHFitter(penalizer=0.01)",
	1559	+ "split": "chronological, entry before vs on/after 2026-10-01 UTC",
	1560	+ "n_train": 49629,
	1561	+ "events_train": 34694,
	1562	+ "n_test": 31227,
	1563	+ "events_test": 9040,
	1564	+ "c_index_train": 0.6001305839001478,
	1565	+ "c_index_test": 0.6581044283827092,
	1566	+ "dynamic_auc_30d": null,
	1567	+ "dynamic_auc_note": "scikit-survival (sksurv) is not installed in the project environment; the 30-day cumulative/dynamic AUC was not computed.",
	1568	+ "covariates": [
	1569	+ "age_years_entry",
	1570	+ "logp",
	1571	+ "resid_A2",
	1572	+ "km10k",
	1573	+ "log_dens_25",
	1574	+ "pricepos_25f",
	1575	+ "pricepos_missing",
	1576	+ "coords_missing",
	1577	+ "powertrain=BEV",
	1578	+ "powertrain=Diesel",
	1579	+ "powertrain=HEV",
	1580	+ "powertrain=PHEV",
	1581	+ "powertrain=unknown",
	1582	+ "body=Convertible",
	1583	+ "body=Coupe",
	1584	+ "body=Hatchback",
	1585	+ "body=Pickup",
	1586	+ "body=Sedan",
	1587	+ "body=Van",
	1588	+ "body=Wagon",
	1589	+ "body=unknown",
	1590	+ "region=(missing)",
	1591	+ "region=Abitibi-T\u00e9miscamingue",
	1592	+ "region=Bas-Saint-Laurent",
	1593	+ "region=Capitale-Nationale",
	1594	+ "region=Centre-du-Qu\u00e9bec",
	1595	+ "region=Chaudi\u00e8re-Appalaches",
	1596	+ "region=C\u00f4te-Nord",
	1597	+ "region=Estrie",
	1598	+ "region=Gasp\u00e9sie\u2013\u00celes-de-la-Madeleine",
	1599	+ "region=Lanaudi\u00e8re",
	1600	+ "region=Laurentides",
	1601	+ "region=Laval",
	1602	+ "region=Mauricie",
	1603	+ "region=Mont\u00e9r\u00e9gie",
	1604	+ "region=Outaouais",
	1605	+ "region=Saguenay\u2013Lac-Saint-Jean"
	1606	+ ],
	1607	+ "seconds": 2.1
	1608	+ },
	1609	+ "seconds_total": 133.3
	1610	+}
		\ No newline at end of file

added results/_pre_final_backup/robustness/amli_variants.csv +10 −0

		@@ -0,0 +1,10 @@
	1	+variant,b,se,lo,hi,p_normal,n,n_markets,r2,corr_equal_with_baseline
	2	+baseline_z_region_weekly,0.0096490977012689,0.0013056386786525556,0.00688126734752511,0.01241692805501269,1.4646737707617753e-13,68,17,0.6547239063742168,1.0
	3	+rank_standardisation,0.00456575801509579,0.002902489242755708,-0.0015872443115547228,0.010718760341746302,0.1157074555670082,68,17,0.5682641676602667,0.9180473580612152
	4	+min_listing_days_100,0.0096490977012689,0.0013056386786525556,0.00688126734752511,0.01241692805501269,1.4646737707617753e-13,68,17,0.6547239063742168,1.0
	5	+two_week_aggregation,-5.0647684885064045e-05,0.005156021981727472,-0.010980926006850408,0.010879630637080279,0.9921624934735607,34,17,0.6634647885843963,0.9964681085768937
	6	+province_level_pooled,-0.0006758958560584832,0.0029216647285782815,-0.013246804575888553,0.011895012863771585,0.8170512221747255,4,1,0.012580488821915314,0.8524653789516003
	7	+loo_drop_mdfreq,0.005761196960659998,0.0018642332556800935,0.001809199002959276,0.00971319491836072,0.0019989774961107617,68,17,0.5994945821085352,
	8	+loo_drop_mddepth,0.007800753894242435,0.0013483525519670683,0.004942374174108945,0.010659133614375925,7.234156792142602e-09,68,17,0.6228185105840963,
	9	+loo_drop_disp,0.007167096568502988,0.0010436470232336819,0.004954663713433418,0.009379529423572558,6.5402310598137945e-12,68,17,0.6486798987567317,
	10	+loo_drop_arrival,0.008207525301409847,0.0012430814345517705,0.00557231038093999,0.010842740221879704,4.041054673271348e-11,68,17,0.6440220390446187,

added results/_pre_final_backup/robustness/hazards_variants.csv +20 −0

		@@ -0,0 +1,20 @@
	1	+model,variant,n_rows,n_events,n_listings,joint_age_stat,joint_age_p,ldens_b,ldens_se,ldens_p,resid_A2_b,resid_A2_se,resid_A2_p,lprice_b,lprice_se,lprice_p,lkm_b,lkm_se,lkm_p,note
	2	+B,published_full,318323,15692,15692,169.80932895948362,1.414000625241716e-32,0.018919584034498692,0.01627908403935399,0.24515342232317672,0.2558872219208771,0.18605527145137654,0.16902945056234064,-0.13401256064719333,0.049295119471057545,0.00655634634372644,-0.07920955253798637,0.023550516594834613,0.0007699174282199426,"results/hazards/summary.json as published (fitted on listings with a NULL-free first_cut, i.e. eventually-cut listings only)"
	3	+B,baseline_full_nullfix,1371919,15692,79699,156.98639223265488,6.821573207521007e-30,0.019141862624844564,0.02851711282146282,0.5020668506227545,0.7440344265787721,0.22273242790630624,0.0008363207372747672,0.007090732683278286,0.09079788795260434,0.9377536091410988,0.11645746067072511,0.037041399231496214,0.0016666617954118814,"full S2 first-cut risk set, NULL first_cut coded 0, no subsample"
	4	+B,baseline_sub,800000,9189,76312,133.76744593180743,4.679498452964765e-25,-0.006616003069077046,0.031229131351022458,0.8322212715055906,0.8021738487514163,0.25847659801141776,0.0019126692267133305,-0.020077470905059756,0.09662055128583714,0.8353873926334734,0.10677245048231793,0.04115204145188865,0.00947053200240862,S2; 1 %/100 $; 48 h; exit 7 d; subsample
	5	+B,threshold_2pct_200,800000,6371,75868,126.45955308122453,1.531207032603548e-23,-0.021729407171294252,0.030208264257705758,0.47194380581854956,0.9491704270750956,0.26181270709106447,0.0002885373904489523,-0.20297585603820717,0.09286431164232177,0.02883572404062242,0.10280591580632405,0.038925993468652775,0.008264688401330015,"S2; rebuilt events (48 h, 2 %/200 $); lprice/resid_A2 from baseline entry price; subsample"
	6	+B,threshold_0.5pct_50,800000,10395,76584,161.91703510100746,6.353149769096158e-31,0.036677061125441085,0.030350591004945117,0.22687561783112165,0.570297002472363,0.20829317028766411,0.006182282755922169,0.07754896057244133,0.09414366161883087,0.41009297619984963,0.11748006183956124,0.03569389776580635,0.0009971818893878277,"S2; rebuilt events (48 h, 0.5 %/50 $); lprice/resid_A2 from baseline entry price; subsample"
	7	+B,transient_24h,800000,9116,76418,141.259209677654,1.2981802465697835e-26,0.003032809753676576,0.028294013827198046,0.9146389660213127,0.7609931760338264,0.23662266499185539,0.0012996272298859486,0.0155578420673418,0.09621853734205968,0.8715477963661776,0.10891715780788602,0.040425549918225785,0.007054398178560692,"S2; rebuilt events (24 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample"
	8	+B,transient_72h,800000,9092,76428,137.86355198731485,6.598593140088049e-26,0.029137693628915162,0.029624018436334235,0.3253203762033311,0.5984845235994212,0.2353862183232021,0.011004244803346722,0.0038395948994570926,0.09801192585204561,0.9687510468057174,0.1279363722500821,0.03754400491222568,0.0006552779984728735,"S2; rebuilt events (72 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample"
	9	+B,exit_confirm_3d,800000,9189,76312,133.76744593180743,4.679498452964765e-25,-0.006616003069077046,0.031229131351022458,0.8322212715055906,0.8021738487514163,0.25847659801141776,0.0019126692267133305,-0.020077470905059756,0.09662055128583714,0.8353873926334734,0.10677245048231793,0.04115204145188865,0.00947053200240862,S2; exit = inactive and last_seen <= snapshot - 3 d (exit on last observed listing-day); subsample
	10	+B,exit_confirm_14d,800000,9189,76312,133.76744593180743,4.679498452964765e-25,-0.006616003069077046,0.031229131351022458,0.8322212715055906,0.8021738487514163,0.25847659801141776,0.0019126692267133305,-0.020077470905059756,0.09662055128583714,0.8353873926334734,0.10677245048231793,0.04115204145188865,0.00947053200240862,S2; exit = inactive and last_seen <= snapshot - 14 d (exit on last observed listing-day); subsample
	11	+B,S2L_with_stock,800000,10588,111718,148.84828376793763,3.4089193876987325e-28,0.04498499163960471,0.02216729255790443,0.04242358840781761,0.08554580643531341,0.1489947228664341,0.565864092385099,0.14068957658871845,0.07097484078146367,0.047451742376013184,0.1722165346957676,0.028765630053018867,2.1389719033631545e-09,"S2L (S2 + left-censored stock, age from first_seen); subsample"
	12	+C,published_full,1663764,43311,79699,103.48350732513617,8.27234021842165e-19,0.032635174880585587,0.0298694350387374,0.27457196040694076,0.1803884357069441,0.2249175737951905,0.42254127819565435,-0.30650093117934923,0.11057049714499967,0.005571379024700772,-0.5117116922783111,0.07033764741721567,3.462268744139904e-13,results/hazards/summary.json as published (full S2 risk set)
	13	+C,baseline_sub,800000,20865,74869,100.17420063260735,3.933115107158467e-18,0.031464767056494966,0.029243152738446705,0.2819404899594391,0.19955329392715446,0.22746179270353808,0.38032117412298494,-0.3066006665293555,0.1095492572392021,0.005130129949932886,-0.5045885162759294,0.07162722759258074,1.859325947473793e-12,S2; 1 %/100 $; 48 h; exit 7 d; subsample
	14	+C,threshold_2pct_200,800000,20865,74869,100.7274582657925,3.0312985324267937e-18,0.031422627228575445,0.029261983865009614,0.2828953412509042,0.18277192069229206,0.22638102007421698,0.41945671281390295,-0.3049451147167821,0.10971671010832208,0.005446172523043425,-0.5038295535997543,0.07159485941504065,1.9609782065608486e-12,"S2; rebuilt events (48 h, 2 %/200 $); lprice/resid_A2 from baseline entry price; subsample"
	15	+C,threshold_0.5pct_50,800000,20865,74869,101.25825121744026,2.3609021965996056e-18,0.03228504578775424,0.02911857456480592,0.26754062061668493,0.20735369679905744,0.22820380453617545,0.3635434433064225,-0.30619130113227666,0.10951103049435536,0.005174165194309282,-0.504408486986445,0.07153285252685256,1.7709570077417082e-12,"S2; rebuilt events (48 h, 0.5 %/50 $); lprice/resid_A2 from baseline entry price; subsample"
	16	+C,transient_24h,800000,20865,74869,100.65408366464628,3.1378457039833425e-18,0.0315419494088607,0.029243932993100942,0.28077457154762986,0.20024142558836805,0.22765063479481412,0.3790762121120491,-0.30655834042428,0.10956753450741917,0.005143700023825034,-0.5045162310412573,0.07161072380124243,1.851143499531596e-12,"S2; rebuilt events (24 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample"
	17	+C,transient_72h,800000,20647,74905,80.57012438025802,3.7533875975030806e-14,0.03918883853030006,0.031006218179021224,0.2062650028679729,0.20927625175978945,0.22376909715416715,0.3496682175604764,-0.30946817350970696,0.11316391633304414,0.006243914404089707,-0.5159182860353899,0.06983252634322544,1.4912467173195228e-13,"S2; rebuilt events (72 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample"
	18	+C,exit_confirm_3d,800000,23268,74869,80.40631185894367,4.049585548007091e-14,0.029529302810218358,0.028392656389660292,0.29832451684275585,0.14089342174164418,0.22240084134448446,0.5263998755660579,-0.29005743067228823,0.10428697473349403,0.005413517385436609,-0.48612910366259626,0.07021165078039074,4.39789359105172e-12,S2; exit = inactive and last_seen <= snapshot - 3 d (exit on last observed listing-day); subsample
	19	+C,exit_confirm_14d,800000,17852,74869,126.25607966444633,1.6871484079423688e-23,0.03016852128975833,0.03077012211746359,0.32686475971536466,0.19299848973265102,0.23727767537786695,0.4159964200740617,-0.3220997556739144,0.11670697115458697,0.005781877484351966,-0.5239853800109883,0.06774756909133911,1.0390900114106216e-14,S2; exit = inactive and last_seen <= snapshot - 14 d (exit on last observed listing-day); subsample
	20	+C,S2L_with_stock,800000,17579,109402,188.13335052721516,2.0111331142463394e-36,0.05712034643444522,0.02312345230613535,0.013502455966931838,-0.38060700148324794,0.17414934703058135,0.02885069045624567,-0.17126562158097483,0.07761803263239593,0.02734771938852374,-0.3135216555163537,0.0659302106292122,1.980965330002837e-06,"S2L (S2 + left-censored stock, age from first_seen); subsample"

added results/_pre_final_backup/robustness/hedonic_heterogeneity.csv +13 −0

		@@ -0,0 +1,13 @@
	1	+group_var,group,n,age_b,age_se,age_lo,age_hi,km_b,km_se,km_lo,km_hi,H1_joint_p,H4_region_p
	2	+powertrain,ICE,110876,-0.08516249862217716,0.0009263348947685188,-0.08698019707068941,-0.08334480017366491,-0.032235033944751815,0.0005157987309069497,-0.03324715878017479,-0.03122290910932884,3.9880658994606195e-130,0.009473186753053595
	3	+powertrain,BEV,8346,-0.0941885678016666,0.003094017929790066,-0.10026482729182877,-0.08811230831150442,-0.028880770501470653,0.0014709468710382575,-0.03176952392420115,-0.02599201707874016,1.0932183799085297e-36,9.278168537955657e-06
	4	+powertrain,HEV,4875,-0.07307116211043217,0.002360265269761184,-0.07770565744212059,-0.06843666677874376,-0.028245939287328787,0.0011679069643346315,-0.03053918125610245,-0.025952697318555124,4.50611272623972e-15,0.053076919600042724
	5	+yband,<=2015,10123,-0.09343903335129769,0.0027012905171464935,-0.09874130126846366,-0.08813676543413172,-0.03812717636568419,0.0009369493507757809,-0.03996628121245788,-0.0362880715189105,6.51697513518206e-14,0.02591585801910474
	6	+yband,2016-2020,37339,-0.09715633314620922,0.0013501128623663,-0.09980577122847999,-0.09450689506393846,-0.035768182441746614,0.0005023290858487502,-0.03675394433393934,-0.03478242054955389,2.9999507675121185e-64,0.00011162120905398942
	7	+yband,2021+,88931,-0.07511547679817533,0.0018728962620762732,-0.07879099355004877,-0.07143996004630189,-0.02749637108882083,0.0005717442402377333,-0.028618406289238868,-0.026374335888402795,4.080405854771211e-31,3.3556752421654925e-06
	8	+body,SUV,77286,-0.08910022283624552,0.0009558184244481909,-0.09097585588654249,-0.08722458978594856,-0.03058700640657495,0.0004467606363712858,-0.031463699085556796,-0.02971031372759311,4.5832576462250665e-84,7.327210563722277e-06
	9	+body,Sedan,28309,-0.08088105729138158,0.0010924868952117055,-0.08302500943982472,-0.07873710514293844,-0.03127774683209896,0.0006765784187815674,-0.03260549891854931,-0.029949994745648613,1.3530110064071471e-114,0.03166907516564877
	10	+body,Pickup,14422,-0.08820582112770149,0.0022001937509209535,-0.09252460696080977,-0.08388703529459321,-0.02547080163965307,0.0009190192406581492,-0.02727475516658541,-0.023666848112720733,2.6029488652112357e-50,0.02056110048066249
	11	+source_class,direct_dealer,28380,-0.08541911708376602,0.0015212141171900783,-0.08843180192923841,-0.08240643223829364,-0.03039413038252825,0.0006620574808746461,-0.03170530053071682,-0.029082960234339674,6.634391236284021e-106,7.115050970006278e-22
	12	+source_class,full_portal,92475,-0.08441764676765155,0.0011422691644759476,-0.08665940240821131,-0.0821758911270918,-0.03244052973918665,0.0005775169251399149,-0.03357393320022212,-0.03130712627815119,1.583173283357595e-85,0.05027646974145272
	13	+source_class,banner,15309,-0.08187672462440179,0.0012558950568161361,-0.08536364830754106,-0.07838980094126252,-0.026891030918857816,0.0005923141593477495,-0.02853555866731822,-0.02524650317039741,1.0,0.0

added results/_pre_final_backup/robustness/hedonic_region_premia_variants.csv +129 −0

		@@ -0,0 +1,129 @@
	1	+variant,region,est,se,lo,hi
	2	+baseline_S1,(missing),0.027222670720390075,0.023367867632595244,-0.018630616455470306,0.07307595789625046
	3	+baseline_S1,Abitibi-Témiscamingue,0.0279553461163767,0.015299897220800126,-0.0020666735242995116,0.05797736575705291
	4	+baseline_S1,Bas-Saint-Laurent,0.027250704078541563,0.01950183231777824,-0.011016506767656128,0.06551791492473925
	5	+baseline_S1,Capitale-Nationale,0.009195232892148608,0.013324388177895203,-0.016950370428175134,0.035340836212472346
	6	+baseline_S1,Centre-du-Québec,0.010096978247849017,0.013799164504991726,-0.01698024859983032,0.03717420509552835
	7	+baseline_S1,Chaudière-Appalaches,-0.0011129357994559452,0.015192594552713809,-0.030924402208153262,0.028698530609241373
	8	+baseline_S1,Côte-Nord,0.0057843733578359985,0.013973162862889516,-0.02163427945126425,0.033203026166936246
	9	+baseline_S1,Estrie,0.007387028990914035,0.013785364464234624,-0.019663118910503583,0.03443717689233165
	10	+baseline_S1,Gaspésie–Îles-de-la-Madeleine,0.020714319325495233,0.017155186770717465,-0.012948217535848083,0.054376856186838546
	11	+baseline_S1,Lanaudière,-0.007850763762476313,0.017067977251575606,-0.0413421749058657,0.025640647380913067
	12	+baseline_S1,Laurentides,-0.0130813194026723,0.01207682960862716,-0.03677891752865131,0.010616278723306716
	13	+baseline_S1,Laval,0.00691156735523364,0.014452285663036323,-0.021447237790102436,0.03527037250056971
	14	+baseline_S1,Mauricie,0.01966348947629454,0.014095767595050336,-0.007995742836305112,0.0473227217888942
	15	+baseline_S1,Montérégie,0.004209298592528483,0.0128856330286059,-0.02107536327705769,0.02949396046211466
	16	+baseline_S1,Outaouais,0.013684107536571585,0.012101917486940473,-0.010062718944643776,0.037430934017786945
	17	+baseline_S1,Saguenay–Lac-Saint-Jean,0.025463602673954273,0.018198012934249937,-0.010245205944092107,0.061172411292000656
	18	+plus_sampled_portals,(missing),0.015594039866514161,0.01284324486608358,-0.009591245633033948,0.04077932536606227
	19	+plus_sampled_portals,Abitibi-Témiscamingue,0.031988813264453644,0.011620531560164833,0.009201238313505423,0.054776388215401865
	20	+plus_sampled_portals,Bas-Saint-Laurent,0.02791017293071645,0.014505763876644052,-0.0005352712254624824,0.056355617086895377
	21	+plus_sampled_portals,Capitale-Nationale,0.011573223035357377,0.008282812230818698,-0.004669166870576877,0.02781561294129163
	22	+plus_sampled_portals,Centre-du-Québec,0.01312137830542381,0.008703193707709776,-0.003945369278388466,0.030188125889236087
	23	+plus_sampled_portals,Chaudière-Appalaches,0.003519112210132483,0.009833741940868564,-0.015764612494337648,0.022802836914602612
	24	+plus_sampled_portals,Côte-Nord,0.008093718361967315,0.0098551384121098,-0.011231964293356536,0.027419401017291165
	25	+plus_sampled_portals,Estrie,0.010130951701572431,0.009069380942500998,-0.007653879991876486,0.02791578339502135
	26	+plus_sampled_portals,Gaspésie–Îles-de-la-Madeleine,0.017403243246252812,0.01326758291831773,-0.008614158677553593,0.04342064517005922
	27	+plus_sampled_portals,Lanaudière,0.0005304156989691316,0.010377007330819806,-0.01981863899730685,0.020879470395245115
	28	+plus_sampled_portals,Laurentides,-0.005612250986296334,0.007286868698209833,-0.019901620259849574,0.008677118287256907
	29	+plus_sampled_portals,Laval,0.008445069794759497,0.008423070508783478,-0.008072363124918616,0.02496250271443761
	30	+plus_sampled_portals,Mauricie,0.019560585222660236,0.008576501476314377,0.0027422779708308927,0.03637889247448958
	31	+plus_sampled_portals,Montérégie,0.00654397044021973,0.007519493408560209,-0.008201570136264562,0.021289511016704024
	32	+plus_sampled_portals,Outaouais,0.016856036596280998,0.007197077531997033,0.002742745578650346,0.03096932761391165
	33	+plus_sampled_portals,Saguenay–Lac-Saint-Jean,0.027023421927831585,0.013458998541677123,0.0006306587013600526,0.05341618515430312
	34	+plus_kijiji,(missing),0.02529151367282274,0.022594799231516745,-0.01904478117567993,0.06962780852132541
	35	+plus_kijiji,Abitibi-Témiscamingue,0.032307568035961146,0.014520311451212187,0.0038153117783773227,0.06079982429354497
	36	+plus_kijiji,Bas-Saint-Laurent,0.030646093643944505,0.018620489734641244,-0.005891673947591335,0.06718386123548034
	37	+plus_kijiji,Capitale-Nationale,0.011764395626571705,0.012050293527284425,-0.01188110621490765,0.03540989746805106
	38	+plus_kijiji,Centre-du-Québec,0.012728035758438467,0.012495510001541681,-0.011791085214232232,0.03724715673110916
	39	+plus_kijiji,Chaudière-Appalaches,0.0008560838587186833,0.013909342485726946,-0.026437308008901723,0.02814947572633909
	40	+plus_kijiji,Côte-Nord,0.008855844552439445,0.01276739772446889,-0.016196783893604787,0.03390847299848367
	41	+plus_kijiji,Estrie,0.008966220080614087,0.011920720400978807,-0.014425028900573641,0.032357469061801813
	42	+plus_kijiji,Gaspésie–Îles-de-la-Madeleine,0.02943311618680465,0.017382995520897084,-0.00467639754986416,0.06354262992347345
	43	+plus_kijiji,Lanaudière,-0.005925328848461588,0.015804168085159512,-0.0369368129019046,0.02508615520498142
	44	+plus_kijiji,Laurentides,-0.010763727631830295,0.010772614298143248,-0.031902123194356966,0.010374667930696376
	45	+plus_kijiji,Laval,0.0021135923046257652,0.013085599972250617,-0.023563423573878067,0.0277906081831296
	46	+plus_kijiji,Mauricie,0.01925623660575861,0.0130671001413183,-0.006384478266019813,0.04489695147753703
	47	+plus_kijiji,Montérégie,0.005860516100052994,0.011340906722043246,-0.01639300246967684,0.028114034669782826
	48	+plus_kijiji,Outaouais,0.012378532628870783,0.011186927853320849,-0.009572843290501152,0.03432990854824272
	49	+plus_kijiji,Saguenay–Lac-Saint-Jean,0.027401530786655196,0.017227620926620682,-0.006403101558804077,0.061206163132114466
	50	+plus_sampled_and_kijiji,(missing),0.01507284206422128,0.01268006324846547,-0.009792442855488647,0.039938126983931205
	51	+plus_sampled_and_kijiji,Abitibi-Témiscamingue,0.03442579427108736,0.011395327801363696,0.012079843231080478,0.05677174531109423
	52	+plus_sampled_and_kijiji,Bas-Saint-Laurent,0.02977957610774805,0.014271101127918297,0.0017943059469997281,0.05776484626849637
	53	+plus_sampled_and_kijiji,Capitale-Nationale,0.012611545969582045,0.007945285005584618,-0.0029689579727834904,0.02819204991194758
	54	+plus_sampled_and_kijiji,Centre-du-Québec,0.014142413802887424,0.008321896145383366,-0.0021766151067069504,0.0304614427124818
	55	+plus_sampled_and_kijiji,Chaudière-Appalaches,0.004358845429905602,0.00946764438577005,-0.014206966944820067,0.02292465780463127
	56	+plus_sampled_and_kijiji,Côte-Nord,0.009904661423892557,0.009540721258388082,-0.008804452858961103,0.028613775706746218
	57	+plus_sampled_and_kijiji,Estrie,0.011004133036675722,0.008385307460347,-0.005439243865732886,0.027447509939084333
	58	+plus_sampled_and_kijiji,Gaspésie–Îles-de-la-Madeleine,0.023779552572119462,0.013748281554901522,-0.0031804815633877034,0.05073958670762663
	59	+plus_sampled_and_kijiji,Lanaudière,0.0009611371152392957,0.010017059281115416,-0.0186820640425075,0.02060433827298609
	60	+plus_sampled_and_kijiji,Laurentides,-0.004686201580034592,0.006926462836268457,-0.018268820888375992,0.008896417728306811
	61	+plus_sampled_and_kijiji,Laval,0.006094969278363347,0.0081577455038027,-0.009902164354158938,0.022092102910885633
	62	+plus_sampled_and_kijiji,Mauricie,0.019203874915186075,0.008445749990478835,0.002641971732304998,0.03576577809806715
	63	+plus_sampled_and_kijiji,Montérégie,0.007338992203041163,0.007089087308965978,-0.006562529603600539,0.021240514009682864
	64	+plus_sampled_and_kijiji,Outaouais,0.01602756266743326,0.007066363673306021,0.002170601338450444,0.029884523996416078
	65	+plus_sampled_and_kijiji,Saguenay–Lac-Saint-Jean,0.02792943405190167,0.013152894841486492,0.0021369382777087532,0.05372192982609458
	66	+price_1000_500000,(missing),0.026183215304924977,0.023769651988376824,-0.02045846787428844,0.0728248984841384
	67	+price_1000_500000,Abitibi-Témiscamingue,0.028002189217776356,0.015625580138347923,-0.0026588973921838066,0.05866327582773652
	68	+price_1000_500000,Bas-Saint-Laurent,0.02684371778848453,0.019453574278396783,-0.011328799362375061,0.06501623493934412
	69	+price_1000_500000,Capitale-Nationale,0.009238460225445454,0.013755515698235209,-0.017753117332253376,0.036230037783144285
	70	+price_1000_500000,Centre-du-Québec,0.009992468275985215,0.01440280577824493,-0.01826924562412301,0.03825418217609344
	71	+price_1000_500000,Chaudière-Appalaches,-0.0007794688525569249,0.015498906871017026,-0.03119199253004283,0.029633054824928978
	72	+price_1000_500000,Côte-Nord,0.004495574375438809,0.014335807002651704,-0.023634672069187,0.03262582082006462
	73	+price_1000_500000,Estrie,0.006192252143704452,0.013846376363906853,-0.02097761554562027,0.03336211983302917
	74	+price_1000_500000,Gaspésie–Îles-de-la-Madeleine,0.01920353395611863,0.01768107663186725,-0.015490923284324179,0.05389799119656144
	75	+price_1000_500000,Lanaudière,-0.00839248602289017,0.017357428327055113,-0.04245186868580367,0.02566689664002333
	76	+price_1000_500000,Laurentides,-0.012384189586351438,0.012334263831670156,-0.036586934589387374,0.011818555416684499
	77	+price_1000_500000,Laval,0.007779392649942812,0.014818659702733165,-0.021298325077411067,0.03685711037729669
	78	+price_1000_500000,Mauricie,0.02011851497747626,0.014317505345577852,-0.007975819284198337,0.048212849239150854
	79	+price_1000_500000,Montérégie,0.005582892307810766,0.013099376926318615,-0.020121185679583174,0.031286970295204705
	80	+price_1000_500000,Outaouais,0.014435560321015239,0.01236026877098795,-0.009818212528004657,0.03868933317003513
	81	+price_1000_500000,Saguenay–Lac-Saint-Jean,0.02478240617420613,0.018488764768123177,-0.011496926359206038,0.061061738707618295
	82	+reweighted_to_otogo_mmy,(missing),0.029553656139762442,0.025519262478204803,-0.020521232548019713,0.0796285448275446
	83	+reweighted_to_otogo_mmy,Abitibi-Témiscamingue,0.02045755576271741,0.014680347852667768,-0.008348793372493703,0.04926390489792852
	84	+reweighted_to_otogo_mmy,Bas-Saint-Laurent,0.018111441838570882,0.019570195522758523,-0.020289956447811095,0.05651284012495286
	85	+reweighted_to_otogo_mmy,Capitale-Nationale,0.003196565752359136,0.013253953952610923,-0.022810857832739347,0.029203989337457617
	86	+reweighted_to_otogo_mmy,Centre-du-Québec,0.003457972918592567,0.014149510563412376,-0.024306746655674522,0.031222692492859656
	87	+reweighted_to_otogo_mmy,Chaudière-Appalaches,-0.004393741420518905,0.015063083484343842,-0.03395110928792872,0.025163626446890915
	88	+reweighted_to_otogo_mmy,Côte-Nord,-0.002691054716624856,0.014119559048337305,-0.030397002263890947,0.025014892830641237
	89	+reweighted_to_otogo_mmy,Estrie,0.00497483228130333,0.013690250365364332,-0.021888709082362023,0.03183837364496868
	90	+reweighted_to_otogo_mmy,Gaspésie–Îles-de-la-Madeleine,0.012934096591614031,0.01709410380645636,-0.020608618291183444,0.0464768114744115
	91	+reweighted_to_otogo_mmy,Lanaudière,-0.01304353299275381,0.01706465725912894,-0.04652846671589124,0.020441400730383617
	92	+reweighted_to_otogo_mmy,Laurentides,-0.01732986211055046,0.01238478668176881,-0.041631771895018765,0.006972047673917844
	93	+reweighted_to_otogo_mmy,Laval,0.002616734877009365,0.014755348976337176,-0.026336784378122403,0.03157025413214114
	94	+reweighted_to_otogo_mmy,Mauricie,0.016606706772599067,0.014216902792206462,-0.011290252452330635,0.044503665997528766
	95	+reweighted_to_otogo_mmy,Montérégie,0.0008424228095863306,0.012988223473855745,-0.024643574101995188,0.02632841972116785
	96	+reweighted_to_otogo_mmy,Outaouais,0.006763851102062495,0.012185448660165885,-0.017146909868777892,0.030674612072902882
	97	+reweighted_to_otogo_mmy,Saguenay–Lac-Saint-Jean,0.019297654876591505,0.017937957002151325,-0.015900901544704353,0.05449621129788736
	98	+direct_banner_only_unweighted,(missing),0.005391285547408941,0.01477340527971588,-0.023854145749150485,0.034636716843968365
	99	+direct_banner_only_unweighted,Abitibi-Témiscamingue,0.08855453851132436,0.019881165910245035,0.049197784891230584,0.12791129213141814
	100	+direct_banner_only_unweighted,Bas-Saint-Laurent,0.07050547989014837,0.02270863884649977,0.025551461189020457,0.11545949859127627
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	102	+direct_banner_only_unweighted,Centre-du-Québec,0.03741677153345188,0.01813664557075888,0.0015134701654223662,0.0733200729014814
	103	+direct_banner_only_unweighted,Chaudière-Appalaches,0.012798331687069531,0.027451447711322685,-0.04154455086654718,0.06714121424068624
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	106	+direct_banner_only_unweighted,Gaspésie–Îles-de-la-Madeleine,0.053902016318292154,0.025747024631620347,0.00293320948614402,0.10487082315044029
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	109	+direct_banner_only_unweighted,Laval,0.015479372165061163,0.020433936548407566,-0.024971646143170143,0.05593039047329247
	110	+direct_banner_only_unweighted,Mauricie,0.028981451986028358,0.022534969599350883,-0.01562877109454675,0.07359167506660347
	111	+direct_banner_only_unweighted,Montérégie,-0.0026795500277796633,0.01964124543300207,-0.041561357100276815,0.03620225704471749
	112	+direct_banner_only_unweighted,Outaouais,0.01829681171399889,0.021630141662968463,-0.024522214093662266,0.06111583752166005
	113	+direct_banner_only_unweighted,Saguenay–Lac-Saint-Jean,0.02670794850129895,0.01989228699810409,-0.012670820422969256,0.06608671742556715
	114	+direct_banner_only_reweighted,(missing),-0.002411644258634614,0.021456187983747255,-0.04488982771036096,0.040066539193091735
	115	+direct_banner_only_reweighted,Abitibi-Témiscamingue,0.06525610187779558,0.027421657417816568,0.010967698214165288,0.11954450554142587
	116	+direct_banner_only_reweighted,Bas-Saint-Laurent,0.04524739166764729,0.028927177802470366,-0.012021586697233765,0.10251637003252834
	117	+direct_banner_only_reweighted,Capitale-Nationale,0.011796593041688326,0.02846312801370936,-0.04455367636740541,0.06814686245078207
	118	+direct_banner_only_reweighted,Centre-du-Québec,0.01817779147628303,0.026079679382294378,-0.033453812702542274,0.06980939565510833
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	120	+direct_banner_only_reweighted,Côte-Nord,0.011029400294161183,0.02729006554602009,-0.042998482550246186,0.06505728313856855
	121	+direct_banner_only_reweighted,Estrie,0.01184049747795266,0.027364114619904716,-0.04233398503957858,0.0660149799954839
	122	+direct_banner_only_reweighted,Gaspésie–Îles-de-la-Madeleine,0.03376879051414929,0.032704232151619536,-0.03097786318019067,0.09851544420848926
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	125	+direct_banner_only_reweighted,Laval,0.005804001762113067,0.029479748684184542,-0.05255893641060137,0.0641669399348275
	126	+direct_banner_only_reweighted,Mauricie,0.013338188085584872,0.03069535502482117,-0.047431363469793736,0.07410773964096348
	127	+direct_banner_only_reweighted,Montérégie,-0.0180909566041035,0.026935014746974757,-0.07141592274271234,0.03523400953450534
	128	+direct_banner_only_reweighted,Outaouais,-0.0009431942784972402,0.027889081614380265,-0.05615698742820254,0.05427059887120806
	129	+direct_banner_only_reweighted,Saguenay–Lac-Saint-Jean,0.003463022966912219,0.026483192378105865,-0.048967441618720645,0.055893487552545085

added results/_pre_final_backup/robustness/hedonic_variants.csv +9 −0

		@@ -0,0 +1,9 @@
	1	+variant,n,n_dealers,r2,rmse,age_b,age_se,age_lo,age_hi,km_b,km_se,km_lo,km_hi,H1_joint_stat,H1_joint_p,H4_region_stat,H4_region_df,H4_region_p,H4_region_p_A4_mmt,age_b_A4,region_premia_max_abs,region_premia_corr_with_baseline
	2	+baseline_S1,136393,1046,0.9280014597158724,0.16167609474285852,-0.08505418991227316,0.0009166118417031229,-0.08685279929620264,-0.08325558052834368,-0.03155058993267895,0.00047037102042375966,-0.03247356920566184,-0.03062761065969606,663.8016165540972,2.453255897070065e-134,34.92463235128014,16,0.004069741988349557,0.5340809140859527,-0.08304609705446843,0.0279553461163767,1.0
	3	+plus_sampled_portals,231536,2348,0.9294730837928272,0.16450157472536328,-0.08651562905727729,0.0006402911238058713,-0.08777122411320142,-0.08526003400135317,-0.03194034417219971,0.00035274803629915385,-0.0326320743460174,-0.031248613998382017,1602.237047889802,0.0,41.723748890419195,16,0.00043380112283172856,0.013780467857620781,-0.08479148033418715,0.031988813264453644,0.9440014879641778
	4	+plus_kijiji,146154,1047,0.9304919036479807,0.17913723960197356,-0.08790000445277703,0.0012827626386886345,-0.09041708557338342,-0.08538292333217064,-0.03253957665459578,0.00046907038591502203,-0.033460002754493165,-0.0316191505546984,928.6142985814145,4.1068106596926166e-191,37.27183470100641,16,0.0019199165394867082,0.4064624676549092,-0.08720620660079599,0.032307568035961146,0.9747629814694755
	5	+plus_sampled_and_kijiji,241297,2349,0.9305632845368418,0.17498810378298962,-0.08804333323957081,0.0008377695385514936,-0.0896861782210939,-0.08640048825804772,-0.03249115831308135,0.00033186046346476213,-0.03314192833022909,-0.031840388295933615,2020.8936908908408,0.0,43.10770978517043,16,0.00026920135532204685,0.010173024629378762,-0.08721606914415844,0.03442579427108736,0.9291550302386826
	6	+price_1000_500000,136695,1046,0.9268116080824469,0.16622453669934292,-0.08570695167932454,0.0009496528478025748,-0.08757039533761221,-0.08384350802103688,-0.03197232308349855,0.0004786992645679953,-0.0329116443426832,-0.031033001824313906,659.1161544034551,2.4651492174842465e-133,33.13158778605826,16,0.007099068797122272,0.5390589723794629,-0.08396785114680032,0.028002189217776356,0.99783054592111
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	8	+direct_banner_only_unweighted,43689,123,0.9423751717289721,0.12214163823908873,-0.08491246075471483,0.0011809428057961038,-0.08725025498956847,-0.08257466651986119,-0.029402949945638655,0.0005227379341798522,-0.030437761896621448,-0.028368137994655863,404.48349370632377,4.251232439013013e-79,167.39933288140682,16,2.7781784437893205e-27,,,,
	9	+direct_banner_only_reweighted,37956,122,0.938828267685913,0.12691674993765992,-0.08340459139283984,0.0013769862974929987,-0.08613069896608294,-0.08067848381959675,-0.029606159284852437,0.0005426716463713333,-0.03068052094527754,-0.028531797624427334,309.4511053147695,4.856750710031176e-59,248.27590110092288,16,1.1680566045063974e-43,,,,

added results/_pre_final_backup/robustness/holm_primary_tests.csv +7 −0

		@@ -0,0 +1,7 @@
	1	+hypothesis,test,source,p_raw,rank,p_holm,reject_0.05_raw,reject_0.05_holm
	2	+H1,hedonic A2: joint Wald on nonlinear age/km spline terms,results/hedonic/summary.json tests.H1_nonlinear_joint,2.453255897070065e-134,1,1.4719535382420388e-133,True,True
	3	+H2,Model B cloglog: joint test of listing-age bins,results/hazards/summary.json B_first_markdown_cloglog.joint_age_bins,1.414000625241716e-32,2,7.07000312620858e-32,True,True
	4	+H3,Model D LPM 25 km: joint test of competitor-cut lags,results/competition/summary.json main_25km.lags_joint,1.454285824475074e-14,3,5.817143297900297e-14,True,True
	5	+H4,hedonic A4: joint Wald on region effects,results/hedonic/summary.json tests.H4_region_joint,0.5340937064633859,6,0.8450825563913087,False,False
	6	+H5,Model C cloglog: coefficient on entry hedonic residual (resid_A2),results/hazards/summary.json C_exit_cloglog.coef.resid_A2,0.42254127819565435,5,0.8450825563913087,False,False
	7	+H6,"AMLI leave-exit-out index vs next-week exit (region FE), normal p from b/se",results/amli/summary.json region_validation.noexit_fe,1.4646756154862404e-13,4,4.3940268464587213e-13,True,True

added results/_pre_final_backup/robustness/summary.json +2428 −0

		@@ -0,0 +1,2428 @@
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	1021	+ "note": "results/hazards/summary.json as published (fitted on listings with a NULL-free first_cut, i.e. eventually-cut listings only)"
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	1054	+ "lo": -0.1708698575761295,
	1055	+ "hi": 0.18505132294268606
	1056	+ },
	1057	+ "lkm": {
	1058	+ "b": 0.11645746067072511,
	1059	+ "se": 0.037041399231496214,
	1060	+ "p": 0.0016666617954118814,
	1061	+ "lo": 0.0438576522400229,
	1062	+ "hi": 0.18905726910142734
	1063	+ },
	1064	+ "pricepos_entry": {
	1065	+ "b": 0.3791126533218423,
	1066	+ "se": 0.113156626620234,
	1067	+ "p": 0.0008071376002916355,
	1068	+ "lo": 0.1573297405341373,
	1069	+ "hi": 0.6008955661095473
	1070	+ }
	1071	+ },
	1072	+ "note": "full S2 first-cut risk set, NULL first_cut coded 0, no subsample"
	1073	+ },
	1074	+ "baseline_sub": {
	1075	+ "n_rows": 800000,
	1076	+ "n_events": 9189,
	1077	+ "n_listings": 76312,
	1078	+ "n_dealers": 908,
	1079	+ "llf": -48733.93756959846,
	1080	+ "joint_age_bins": {
	1081	+ "stat": 133.76744593180743,
	1082	+ "df": 8,
	1083	+ "p": 4.679498452964765e-25
	1084	+ },
	1085	+ "seconds": 4.8,
	1086	+ "coef": {
	1087	+ "ldens": {
	1088	+ "b": -0.006616003069077046,
	1089	+ "se": 0.031229131351022458,
	1090	+ "p": 0.8322212715055906,
	1091	+ "lo": -0.06782397578555174,
	1092	+ "hi": 0.05459196964739765
	1093	+ },
	1094	+ "resid_A2": {
	1095	+ "b": 0.8021738487514163,
	1096	+ "se": 0.25847659801141776,
	1097	+ "p": 0.0019126692267133305,
	1098	+ "lo": 0.29556902580260014,
	1099	+ "hi": 1.3087786717002325
	1100	+ },
	1101	+ "lprice": {
	1102	+ "b": -0.020077470905059756,
	1103	+ "se": 0.09662055128583714,
	1104	+ "p": 0.8353873926334734,
	1105	+ "lo": -0.2094502715917058,
	1106	+ "hi": 0.16929532978158626
	1107	+ },
	1108	+ "lkm": {
	1109	+ "b": 0.10677245048231793,
	1110	+ "se": 0.04115204145188865,
	1111	+ "p": 0.00947053200240862,
	1112	+ "lo": 0.026115931346316776,
	1113	+ "hi": 0.18742896961831906
	1114	+ },
	1115	+ "pricepos_entry": {
	1116	+ "b": 0.37973504855147583,
	1117	+ "se": 0.12542656822646714,
	1118	+ "p": 0.00246545951781391,
	1119	+ "lo": 0.13390349212314437,
	1120	+ "hi": 0.6255666049798073
	1121	+ }
	1122	+ },
	1123	+ "note": "S2; 1 %/100 $; 48 h; exit 7 d; subsample",
	1124	+ "n_rows_before_subsample": 1371919,
	1125	+ "n_events_before_subsample": 15692
	1126	+ },
	1127	+ "threshold_2pct_200": {
	1128	+ "n_rows": 800000,
	1129	+ "n_events": 6371,
	1130	+ "n_listings": 75868,
	1131	+ "n_dealers": 907,
	1132	+ "llf": -36150.40324453752,
	1133	+ "joint_age_bins": {
	1134	+ "stat": 126.45955308122453,
	1135	+ "df": 8,
	1136	+ "p": 1.531207032603548e-23
	1137	+ },
	1138	+ "seconds": 4.7,
	1139	+ "coef": {
	1140	+ "ldens": {
	1141	+ "b": -0.021729407171294252,
	1142	+ "se": 0.030208264257705758,
	1143	+ "p": 0.47194380581854956,
	1144	+ "lo": -0.08093651715186613,
	1145	+ "hi": 0.03747770280927762
	1146	+ },
	1147	+ "resid_A2": {
	1148	+ "b": 0.9491704270750956,
	1149	+ "se": 0.26181270709106447,
	1150	+ "p": 0.0002885373904489523,
	1151	+ "lo": 0.43602695048167484,
	1152	+ "hi": 1.4623139036685164
	1153	+ },
	1154	+ "lprice": {
	1155	+ "b": -0.20297585603820717,
	1156	+ "se": 0.09286431164232177,
	1157	+ "p": 0.02883572404062242,
	1158	+ "lo": -0.3849865623062615,
	1159	+ "hi": -0.020965149770152874
	1160	+ },
	1161	+ "lkm": {
	1162	+ "b": 0.10280591580632405,
	1163	+ "se": 0.038925993468652775,
	1164	+ "p": 0.008264688401330015,
	1165	+ "lo": 0.02651237054532324,
	1166	+ "hi": 0.17909946106732486
	1167	+ },
	1168	+ "pricepos_entry": {
	1169	+ "b": 0.44584448358542655,
	1170	+ "se": 0.14794123049898242,
	1171	+ "p": 0.0025811738564117223,
	1172	+ "lo": 0.1558849999788824,
	1173	+ "hi": 0.7358039671919707
	1174	+ }
	1175	+ },
	1176	+ "note": "S2; rebuilt events (48 h, 2 %/200 $); lprice/resid_A2 from baseline entry price; subsample",
	1177	+ "n_rows_before_subsample": 1456137,
	1178	+ "n_events_before_subsample": 11587
	1179	+ },
	1180	+ "threshold_0.5pct_50": {
	1181	+ "n_rows": 800000,
	1182	+ "n_events": 10395,
	1183	+ "n_listings": 76584,
	1184	+ "n_dealers": 909,
	1185	+ "llf": -53720.09909856621,
	1186	+ "joint_age_bins": {
	1187	+ "stat": 161.91703510100746,
	1188	+ "df": 8,
	1189	+ "p": 6.353149769096158e-31
	1190	+ },
	1191	+ "seconds": 4.6,
	1192	+ "coef": {
	1193	+ "ldens": {
	1194	+ "b": 0.036677061125441085,
	1195	+ "se": 0.030350591004945117,
	1196	+ "p": 0.22687561783112165,
	1197	+ "lo": -0.022809004153756668,
	1198	+ "hi": 0.09616312640463884
	1199	+ },
	1200	+ "resid_A2": {
	1201	+ "b": 0.570297002472363,
	1202	+ "se": 0.20829317028766411,
	1203	+ "p": 0.006182282755922169,
	1204	+ "lo": 0.16204989048287288,
	1205	+ "hi": 0.9785441144618532
	1206	+ },
	1207	+ "lprice": {
	1208	+ "b": 0.07754896057244133,
	1209	+ "se": 0.09414366161883087,
	1210	+ "p": 0.41009297619984963,
	1211	+ "lo": -0.10696922557319298,
	1212	+ "hi": 0.2620671467180756
	1213	+ },
	1214	+ "lkm": {
	1215	+ "b": 0.11748006183956124,
	1216	+ "se": 0.03569389776580635,
	1217	+ "p": 0.0009971818893878277,
	1218	+ "lo": 0.04752130775072609,
	1219	+ "hi": 0.1874388159283964
	1220	+ },
	1221	+ "pricepos_entry": {
	1222	+ "b": 0.4741134096121097,
	1223	+ "se": 0.11691917714481297,
	1224	+ "p": 5.012302916324549e-05,
	1225	+ "lo": 0.24495603330621765,
	1226	+ "hi": 0.7032707859180017
	1227	+ }
	1228	+ },
	1229	+ "note": "S2; rebuilt events (48 h, 0.5 %/50 $); lprice/resid_A2 from baseline entry price; subsample",
	1230	+ "n_rows_before_subsample": 1337925,
	1231	+ "n_events_before_subsample": 17201
	1232	+ },
	1233	+ "transient_24h": {
	1234	+ "n_rows": 800000,
	1235	+ "n_events": 9116,
	1236	+ "n_listings": 76418,
	1237	+ "n_dealers": 903,
	1238	+ "llf": -48420.44649712341,
	1239	+ "joint_age_bins": {
	1240	+ "stat": 141.259209677654,
	1241	+ "df": 8,
	1242	+ "p": 1.2981802465697835e-26
	1243	+ },
	1244	+ "seconds": 4.5,
	1245	+ "coef": {
	1246	+ "ldens": {
	1247	+ "b": 0.003032809753676576,
	1248	+ "se": 0.028294013827198046,
	1249	+ "p": 0.9146389660213127,
	1250	+ "lo": -0.05242243832570989,
	1251	+ "hi": 0.058488057833063045
	1252	+ },
	1253	+ "resid_A2": {
	1254	+ "b": 0.7609931760338264,
	1255	+ "se": 0.23662266499185539,
	1256	+ "p": 0.0012996272298859486,
	1257	+ "lo": 0.2972212747239032,
	1258	+ "hi": 1.2247650773437497
	1259	+ },
	1260	+ "lprice": {
	1261	+ "b": 0.0155578420673418,
	1262	+ "se": 0.09621853734205968,
	1263	+ "p": 0.8715477963661776,
	1264	+ "lo": -0.1730270257682175,
	1265	+ "hi": 0.20414270990290106
	1266	+ },
	1267	+ "lkm": {
	1268	+ "b": 0.10891715780788602,
	1269	+ "se": 0.040425549918225785,
	1270	+ "p": 0.007054398178560692,
	1271	+ "lo": 0.029684535912937363,
	1272	+ "hi": 0.1881497797028347
	1273	+ },
	1274	+ "pricepos_entry": {
	1275	+ "b": 0.37641516673049685,
	1276	+ "se": 0.11711862136284622,
	1277	+ "p": 0.001309155646117422,
	1278	+ "lo": 0.1468668869403349,
	1279	+ "hi": 0.6059634465206588
	1280	+ }
	1281	+ },
	1282	+ "note": "S2; rebuilt events (24 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample",
	1283	+ "n_rows_before_subsample": 1370852,
	1284	+ "n_events_before_subsample": 15733
	1285	+ },
	1286	+ "transient_72h": {
	1287	+ "n_rows": 800000,
	1288	+ "n_events": 9092,
	1289	+ "n_listings": 76428,
	1290	+ "n_dealers": 907,
	1291	+ "llf": -48339.09371374111,
	1292	+ "joint_age_bins": {
	1293	+ "stat": 137.86355198731485,
	1294	+ "df": 8,
	1295	+ "p": 6.598593140088049e-26
	1296	+ },
	1297	+ "seconds": 4.4,
	1298	+ "coef": {
	1299	+ "ldens": {
	1300	+ "b": 0.029137693628915162,
	1301	+ "se": 0.029624018436334235,
	1302	+ "p": 0.3253203762033311,
	1303	+ "lo": -0.02892431558365051,
	1304	+ "hi": 0.08719970284148083
	1305	+ },
	1306	+ "resid_A2": {
	1307	+ "b": 0.5984845235994212,
	1308	+ "se": 0.2353862183232021,
	1309	+ "p": 0.011004244803346722,
	1310	+ "lo": 0.13713601322886287,
	1311	+ "hi": 1.0598330339699795
	1312	+ },
	1313	+ "lprice": {
	1314	+ "b": 0.0038395948994570926,
	1315	+ "se": 0.09801192585204561,
	1316	+ "p": 0.9687510468057174,
	1317	+ "lo": -0.18826024982596257,
	1318	+ "hi": 0.19593943962487675
	1319	+ },
	1320	+ "lkm": {
	1321	+ "b": 0.1279363722500821,
	1322	+ "se": 0.03754400491222568,
	1323	+ "p": 0.0006552779984728735,
	1324	+ "lo": 0.05435147478672488,
	1325	+ "hi": 0.2015212697134393
	1326	+ },
	1327	+ "pricepos_entry": {
	1328	+ "b": 0.4731881150954833,
	1329	+ "se": 0.13309095094832268,
	1330	+ "p": 0.0003774417057837611,
	1331	+ "lo": 0.21233464456858392,
	1332	+ "hi": 0.7340415856223828
	1333	+ }
	1334	+ },
	1335	+ "note": "S2; rebuilt events (72 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample",
	1336	+ "n_rows_before_subsample": 1372203,
	1337	+ "n_events_before_subsample": 15670
	1338	+ },
	1339	+ "exit_confirm_3d": {
	1340	+ "n_rows": 800000,
	1341	+ "n_events": 9189,
	1342	+ "n_listings": 76312,
	1343	+ "n_dealers": 908,
	1344	+ "llf": -48733.93756959846,
	1345	+ "joint_age_bins": {
	1346	+ "stat": 133.76744593180743,
	1347	+ "df": 8,
	1348	+ "p": 4.679498452964765e-25
	1349	+ },
	1350	+ "seconds": 4.4,
	1351	+ "coef": {
	1352	+ "ldens": {
	1353	+ "b": -0.006616003069077046,
	1354	+ "se": 0.031229131351022458,
	1355	+ "p": 0.8322212715055906,
	1356	+ "lo": -0.06782397578555174,
	1357	+ "hi": 0.05459196964739765
	1358	+ },
	1359	+ "resid_A2": {
	1360	+ "b": 0.8021738487514163,
	1361	+ "se": 0.25847659801141776,
	1362	+ "p": 0.0019126692267133305,
	1363	+ "lo": 0.29556902580260014,
	1364	+ "hi": 1.3087786717002325
	1365	+ },
	1366	+ "lprice": {
	1367	+ "b": -0.020077470905059756,
	1368	+ "se": 0.09662055128583714,
	1369	+ "p": 0.8353873926334734,
	1370	+ "lo": -0.2094502715917058,
	1371	+ "hi": 0.16929532978158626
	1372	+ },
	1373	+ "lkm": {
	1374	+ "b": 0.10677245048231793,
	1375	+ "se": 0.04115204145188865,
	1376	+ "p": 0.00947053200240862,
	1377	+ "lo": 0.026115931346316776,
	1378	+ "hi": 0.18742896961831906
	1379	+ },
	1380	+ "pricepos_entry": {
	1381	+ "b": 0.37973504855147583,
	1382	+ "se": 0.12542656822646714,
	1383	+ "p": 0.00246545951781391,
	1384	+ "lo": 0.13390349212314437,
	1385	+ "hi": 0.6255666049798073
	1386	+ }
	1387	+ },
	1388	+ "note": "S2; exit = inactive and last_seen <= snapshot - 3 d (exit on last observed listing-day); subsample",
	1389	+ "n_rows_before_subsample": 1371919,
	1390	+ "n_events_before_subsample": 15692
	1391	+ },
	1392	+ "exit_confirm_14d": {
	1393	+ "n_rows": 800000,
	1394	+ "n_events": 9189,
	1395	+ "n_listings": 76312,
	1396	+ "n_dealers": 908,
	1397	+ "llf": -48733.93756959846,
	1398	+ "joint_age_bins": {
	1399	+ "stat": 133.76744593180743,
	1400	+ "df": 8,
	1401	+ "p": 4.679498452964765e-25
	1402	+ },
	1403	+ "seconds": 4.3,
	1404	+ "coef": {
	1405	+ "ldens": {
	1406	+ "b": -0.006616003069077046,
	1407	+ "se": 0.031229131351022458,
	1408	+ "p": 0.8322212715055906,
	1409	+ "lo": -0.06782397578555174,
	1410	+ "hi": 0.05459196964739765
	1411	+ },
	1412	+ "resid_A2": {
	1413	+ "b": 0.8021738487514163,
	1414	+ "se": 0.25847659801141776,
	1415	+ "p": 0.0019126692267133305,
	1416	+ "lo": 0.29556902580260014,
	1417	+ "hi": 1.3087786717002325
	1418	+ },
	1419	+ "lprice": {
	1420	+ "b": -0.020077470905059756,
	1421	+ "se": 0.09662055128583714,
	1422	+ "p": 0.8353873926334734,
	1423	+ "lo": -0.2094502715917058,
	1424	+ "hi": 0.16929532978158626
	1425	+ },
	1426	+ "lkm": {
	1427	+ "b": 0.10677245048231793,
	1428	+ "se": 0.04115204145188865,
	1429	+ "p": 0.00947053200240862,
	1430	+ "lo": 0.026115931346316776,
	1431	+ "hi": 0.18742896961831906
	1432	+ },
	1433	+ "pricepos_entry": {
	1434	+ "b": 0.37973504855147583,
	1435	+ "se": 0.12542656822646714,
	1436	+ "p": 0.00246545951781391,
	1437	+ "lo": 0.13390349212314437,
	1438	+ "hi": 0.6255666049798073
	1439	+ }
	1440	+ },
	1441	+ "note": "S2; exit = inactive and last_seen <= snapshot - 14 d (exit on last observed listing-day); subsample",
	1442	+ "n_rows_before_subsample": 1371919,
	1443	+ "n_events_before_subsample": 15692
	1444	+ },
	1445	+ "S2L_with_stock": {
	1446	+ "n_rows": 800000,
	1447	+ "n_events": 10588,
	1448	+ "n_listings": 111718,
	1449	+ "n_dealers": 949,
	1450	+ "llf": -55209.563189165405,
	1451	+ "joint_age_bins": {
	1452	+ "stat": 148.84828376793763,
	1453	+ "df": 8,
	1454	+ "p": 3.4089193876987325e-28
	1455	+ },
	1456	+ "seconds": 4.6,
	1457	+ "coef": {
	1458	+ "ldens": {
	1459	+ "b": 0.04498499163960471,
	1460	+ "se": 0.02216729255790443,
	1461	+ "p": 0.04242358840781761,
	1462	+ "lo": 0.0015378965913492582,
	1463	+ "hi": 0.08843208668786016
	1464	+ },
	1465	+ "resid_A2": {
	1466	+ "b": 0.08554580643531341,
	1467	+ "se": 0.1489947228664341,
	1468	+ "p": 0.565864092385099,
	1469	+ "lo": -0.20647848426942383,
	1470	+ "hi": 0.37757009714005063
	1471	+ },
	1472	+ "lprice": {
	1473	+ "b": 0.14068957658871845,
	1474	+ "se": 0.07097484078146367,
	1475	+ "p": 0.047451742376013184,
	1476	+ "lo": 0.0015814448485849952,
	1477	+ "hi": 0.27979770832885187
	1478	+ },
	1479	+ "lkm": {
	1480	+ "b": 0.1722165346957676,
	1481	+ "se": 0.028765630053018867,
	1482	+ "p": 2.1389719033631545e-09,
	1483	+ "lo": 0.1158369357992476,
	1484	+ "hi": 0.2285961335922876
	1485	+ },
	1486	+ "pricepos_entry": {
	1487	+ "b": 0.21582990203249433,
	1488	+ "se": 0.08618330668364718,
	1489	+ "p": 0.012268973714195193,
	1490	+ "lo": 0.04691372486397574,
	1491	+ "hi": 0.3847460792010129
	1492	+ }
	1493	+ },
	1494	+ "note": "S2L (S2 + left-censored stock, age from first_seen); subsample",
	1495	+ "n_rows_before_subsample": 2604993,
	1496	+ "n_events_before_subsample": 34103
	1497	+ }
	1498	+ },
	1499	+ "C": {
	1500	+ "published_full": {
	1501	+ "n_rows": 1663764,
	1502	+ "n_events": 43311,
	1503	+ "n_listings": 79699,
	1504	+ "joint_age_bins": {
	1505	+ "stat": 103.48350732513617,
	1506	+ "df": 8,
	1507	+ "p": 8.27234021842165e-19
	1508	+ },
	1509	+ "coef": {
	1510	+ "ldens": {
	1511	+ "b": 0.032635174880585587,
	1512	+ "se": 0.0298694350387374,
	1513	+ "p": 0.27457196040694076
	1514	+ },
	1515	+ "resid_A2": {
	1516	+ "b": 0.1803884357069441,
	1517	+ "se": 0.2249175737951905,
	1518	+ "p": 0.42254127819565435
	1519	+ },
	1520	+ "lprice": {
	1521	+ "b": -0.30650093117934923,
	1522	+ "se": 0.11057049714499967,
	1523	+ "p": 0.005571379024700772
	1524	+ },
	1525	+ "lkm": {
	1526	+ "b": -0.5117116922783111,
	1527	+ "se": 0.07033764741721567,
	1528	+ "p": 3.462268744139904e-13
	1529	+ }
	1530	+ },
	1531	+ "note": "results/hazards/summary.json as published (full S2 risk set)"
	1532	+ },
	1533	+ "baseline_sub": {
	1534	+ "n_rows": 800000,
	1535	+ "n_events": 20865,
	1536	+ "n_listings": 74869,
	1537	+ "n_dealers": 906,
	1538	+ "llf": -89260.66944388533,
	1539	+ "joint_age_bins": {
	1540	+ "stat": 100.17420063260735,
	1541	+ "df": 8,
	1542	+ "p": 3.933115107158467e-18
	1543	+ },
	1544	+ "seconds": 14.1,
	1545	+ "coef": {
	1546	+ "ldens": {
	1547	+ "b": 0.031464767056494966,
	1548	+ "se": 0.029243152738446705,
	1549	+ "p": 0.2819404899594391,
	1550	+ "lo": -0.02585075910526443,
	1551	+ "hi": 0.08878029321825437
	1552	+ },
	1553	+ "resid_A2": {
	1554	+ "b": 0.19955329392715446,
	1555	+ "se": 0.22746179270353808,
	1556	+ "p": 0.38032117412298494,
	1557	+ "lo": -0.24626362763069584,
	1558	+ "hi": 0.6453702154850047
	1559	+ },
	1560	+ "lprice": {
	1561	+ "b": -0.3066006665293555,
	1562	+ "se": 0.1095492572392021,
	1563	+ "p": 0.005130129949932886,
	1564	+ "lo": -0.5213132652513055,
	1565	+ "hi": -0.0918880678074056
	1566	+ },
	1567	+ "lkm": {
	1568	+ "b": -0.5045885162759294,
	1569	+ "se": 0.07162722759258074,
	1570	+ "p": 1.859325947473793e-12,
	1571	+ "lo": -0.6449753026698413,
	1572	+ "hi": -0.36420172988201754
	1573	+ },
	1574	+ "prior_cuts": {
	1575	+ "b": 0.02635539519780063,
	1576	+ "se": 0.041103292356291135,
	1577	+ "p": 0.521393316412885,
	1578	+ "lo": -0.0542055774665505,
	1579	+ "hi": 0.10691636786215175
	1580	+ },
	1581	+ "pricepos_25": {
	1582	+ "b": -0.11026689740340374,
	1583	+ "se": 0.13880990671819116,
	1584	+ "p": 0.42697808552881134,
	1585	+ "lo": -0.3823293152684229,
	1586	+ "hi": 0.16179552046161544
	1587	+ }
	1588	+ },
	1589	+ "note": "S2; 1 %/100 $; 48 h; exit 7 d; subsample",
	1590	+ "n_rows_before_subsample": 1663764,
	1591	+ "n_events_before_subsample": 43311
	1592	+ },
	1593	+ "threshold_2pct_200": {
	1594	+ "n_rows": 800000,
	1595	+ "n_events": 20865,
	1596	+ "n_listings": 74869,
	1597	+ "n_dealers": 906,
	1598	+ "llf": -89250.26318139277,
	1599	+ "joint_age_bins": {
	1600	+ "stat": 100.7274582657925,
	1601	+ "df": 8,
	1602	+ "p": 3.0312985324267937e-18
	1603	+ },
	1604	+ "seconds": 12.9,
	1605	+ "coef": {
	1606	+ "ldens": {
	1607	+ "b": 0.031422627228575445,
	1608	+ "se": 0.029261983865009614,
	1609	+ "p": 0.2828953412509042,
	1610	+ "lo": -0.02592980726303557,
	1611	+ "hi": 0.08877506172018645
	1612	+ },
	1613	+ "resid_A2": {
	1614	+ "b": 0.18277192069229206,
	1615	+ "se": 0.22638102007421698,
	1616	+ "p": 0.41945671281390295,
	1617	+ "lo": -0.2609267254366122,
	1618	+ "hi": 0.6264705668211964
	1619	+ },
	1620	+ "lprice": {
	1621	+ "b": -0.3049451147167821,
	1622	+ "se": 0.10971671010832208,
	1623	+ "p": 0.005446172523043425,
	1624	+ "lo": -0.5199859150313151,
	1625	+ "hi": -0.08990431440224911
	1626	+ },
	1627	+ "lkm": {
	1628	+ "b": -0.5038295535997543,
	1629	+ "se": 0.07159485941504065,
	1630	+ "p": 1.9609782065608486e-12,
	1631	+ "lo": -0.6441528995314424,
	1632	+ "hi": -0.3635062076680663
	1633	+ },
	1634	+ "prior_cuts": {
	1635	+ "b": 0.09417847330659904,
	1636	+ "se": 0.04397283958972476,
	1637	+ "p": 0.03221425648774089,
	1638	+ "lo": 0.007993291412781461,
	1639	+ "hi": 0.1803636552004166
	1640	+ },
	1641	+ "pricepos_25": {
	1642	+ "b": -0.09768536257144857,
	1643	+ "se": 0.13926683376618854,
	1644	+ "p": 0.48303727060390245,
	1645	+ "lo": -0.3706433409941048,
	1646	+ "hi": 0.17527261585120768
	1647	+ }
	1648	+ },
	1649	+ "note": "S2; rebuilt events (48 h, 2 %/200 $); lprice/resid_A2 from baseline entry price; subsample",
	1650	+ "n_rows_before_subsample": 1663764,
	1651	+ "n_events_before_subsample": 43311
	1652	+ },
	1653	+ "threshold_0.5pct_50": {
	1654	+ "n_rows": 800000,
	1655	+ "n_events": 20865,
	1656	+ "n_listings": 74869,
	1657	+ "n_dealers": 906,
	1658	+ "llf": -89261.68568251567,
	1659	+ "joint_age_bins": {
	1660	+ "stat": 101.25825121744026,
	1661	+ "df": 8,
	1662	+ "p": 2.3609021965996056e-18
	1663	+ },
	1664	+ "seconds": 12.8,
	1665	+ "coef": {
	1666	+ "ldens": {
	1667	+ "b": 0.03228504578775424,
	1668	+ "se": 0.02911857456480592,
	1669	+ "p": 0.26754062061668493,
	1670	+ "lo": -0.02478631164040944,
	1671	+ "hi": 0.08935640321591792
	1672	+ },
	1673	+ "resid_A2": {
	1674	+ "b": 0.20735369679905744,
	1675	+ "se": 0.22820380453617545,
	1676	+ "p": 0.3635434433064225,
	1677	+ "lo": -0.23991754122686468,
	1678	+ "hi": 0.6546249348249795
	1679	+ },
	1680	+ "lprice": {
	1681	+ "b": -0.30619130113227666,
	1682	+ "se": 0.10951103049435536,
	1683	+ "p": 0.005174165194309282,
	1684	+ "lo": -0.5208289768110808,
	1685	+ "hi": -0.09155362545347256
	1686	+ },
	1687	+ "lkm": {
	1688	+ "b": -0.504408486986445,
	1689	+ "se": 0.07153285252685256,
	1690	+ "p": 1.7709570077417082e-12,
	1691	+ "lo": -0.644610301650491,
	1692	+ "hi": -0.364206672322399
	1693	+ },
	1694	+ "prior_cuts": {
	1695	+ "b": -0.013327839198681642,
	1696	+ "se": 0.04047300010745952,
	1697	+ "p": 0.7419274453152775,
	1698	+ "lo": -0.09265346175558806,
	1699	+ "hi": 0.06599778335822476
	1700	+ },
	1701	+ "pricepos_25": {
	1702	+ "b": -0.11854621871803608,
	1703	+ "se": 0.1385308103778986,
	1704	+ "p": 0.39214215662203544,
	1705	+ "lo": -0.39006161780786486,
	1706	+ "hi": 0.15296918037179272
	1707	+ }
	1708	+ },
	1709	+ "note": "S2; rebuilt events (48 h, 0.5 %/50 $); lprice/resid_A2 from baseline entry price; subsample",
	1710	+ "n_rows_before_subsample": 1663764,
	1711	+ "n_events_before_subsample": 43311
	1712	+ },
	1713	+ "transient_24h": {
	1714	+ "n_rows": 800000,
	1715	+ "n_events": 20865,
	1716	+ "n_listings": 74869,
	1717	+ "n_dealers": 906,
	1718	+ "llf": -89261.04816629676,
	1719	+ "joint_age_bins": {
	1720	+ "stat": 100.65408366464628,
	1721	+ "df": 8,
	1722	+ "p": 3.1378457039833425e-18
	1723	+ },
	1724	+ "seconds": 12.2,
	1725	+ "coef": {
	1726	+ "ldens": {
	1727	+ "b": 0.0315419494088607,
	1728	+ "se": 0.029243932993100942,
	1729	+ "p": 0.28077457154762986,
	1730	+ "lo": -0.025775106023919768,
	1731	+ "hi": 0.08885900484164116
	1732	+ },
	1733	+ "resid_A2": {
	1734	+ "b": 0.20024142558836805,
	1735	+ "se": 0.22765063479481412,
	1736	+ "p": 0.3790762121120491,
	1737	+ "lo": -0.2459456196671485,
	1738	+ "hi": 0.6464284708438846
	1739	+ },
	1740	+ "lprice": {
	1741	+ "b": -0.30655834042428,
	1742	+ "se": 0.10956753450741917,
	1743	+ "p": 0.005143700023825034,
	1744	+ "lo": -0.5213067619336711,
	1745	+ "hi": -0.09180991891488885
	1746	+ },
	1747	+ "lkm": {
	1748	+ "b": -0.5045162310412573,
	1749	+ "se": 0.07161072380124243,
	1750	+ "p": 1.851143499531596e-12,
	1751	+ "lo": -0.6448706705985378,
	1752	+ "hi": -0.36416179148397687
	1753	+ },
	1754	+ "prior_cuts": {
	1755	+ "b": 0.02277229848574279,
	1756	+ "se": 0.040913464857992535,
	1757	+ "p": 0.5778030263309086,
	1758	+ "lo": -0.05741661911866773,
	1759	+ "hi": 0.10296121609015331
	1760	+ },
	1761	+ "pricepos_25": {
	1762	+ "b": -0.111036355154854,
	1763	+ "se": 0.13893121710854084,
	1764	+ "p": 0.42416390930221626,
	1765	+ "lo": -0.38333653701590903,
	1766	+ "hi": 0.16126382670620104
	1767	+ }
	1768	+ },
	1769	+ "note": "S2; rebuilt events (24 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample",
	1770	+ "n_rows_before_subsample": 1663764,
	1771	+ "n_events_before_subsample": 43311
	1772	+ },
	1773	+ "transient_72h": {
	1774	+ "n_rows": 800000,
	1775	+ "n_events": 20647,
	1776	+ "n_listings": 74905,
	1777	+ "n_dealers": 905,
	1778	+ "llf": -88479.02193034705,
	1779	+ "joint_age_bins": {
	1780	+ "stat": 80.57012438025802,
	1781	+ "df": 8,
	1782	+ "p": 3.7533875975030806e-14
	1783	+ },
	1784	+ "seconds": 12.0,
	1785	+ "coef": {
	1786	+ "ldens": {
	1787	+ "b": 0.03918883853030006,
	1788	+ "se": 0.031006218179021224,
	1789	+ "p": 0.2062650028679729,
	1790	+ "lo": -0.02158223239737264,
	1791	+ "hi": 0.09995990945797276
	1792	+ },
	1793	+ "resid_A2": {
	1794	+ "b": 0.20927625175978945,
	1795	+ "se": 0.22376909715416715,
	1796	+ "p": 0.3496682175604764,
	1797	+ "lo": -0.22930311951542245,
	1798	+ "hi": 0.6478556230350013
	1799	+ },
	1800	+ "lprice": {
	1801	+ "b": -0.30946817350970696,
	1802	+ "se": 0.11316391633304414,
	1803	+ "p": 0.006243914404089707,
	1804	+ "lo": -0.5312653738719775,
	1805	+ "hi": -0.08767097314743647
	1806	+ },
	1807	+ "lkm": {
	1808	+ "b": -0.5159182860353899,
	1809	+ "se": 0.06983252634322544,
	1810	+ "p": 1.4912467173195228e-13,
	1811	+ "lo": -0.6527875226175563,
	1812	+ "hi": -0.3790490494532235
	1813	+ },
	1814	+ "prior_cuts": {
	1815	+ "b": 0.028954887079750392,
	1816	+ "se": 0.03955620818959822,
	1817	+ "p": 0.4641725382160855,
	1818	+ "lo": -0.04857385633683046,
	1819	+ "hi": 0.10648363049633125
	1820	+ },
	1821	+ "pricepos_25": {
	1822	+ "b": -0.13471066228134898,
	1823	+ "se": 0.14459916547002222,
	1824	+ "p": 0.3515358474497724,
	1825	+ "lo": -0.41811981879714033,
	1826	+ "hi": 0.14869849423444237
	1827	+ }
	1828	+ },
	1829	+ "note": "S2; rebuilt events (72 h, 1 %/100 $); lprice/resid_A2 from baseline entry price; subsample",
	1830	+ "n_rows_before_subsample": 1663684,
	1831	+ "n_events_before_subsample": 43310
	1832	+ },
	1833	+ "exit_confirm_3d": {
	1834	+ "n_rows": 800000,
	1835	+ "n_events": 23268,
	1836	+ "n_listings": 74869,
	1837	+ "n_dealers": 906,
	1838	+ "llf": -98901.76692993195,
	1839	+ "joint_age_bins": {
	1840	+ "stat": 80.40631185894367,
	1841	+ "df": 8,
	1842	+ "p": 4.049585548007091e-14
	1843	+ },
	1844	+ "seconds": 5.0,
	1845	+ "coef": {
	1846	+ "ldens": {
	1847	+ "b": 0.029529302810218358,
	1848	+ "se": 0.028392656389660292,
	1849	+ "p": 0.29832451684275585,
	1850	+ "lo": -0.026119281138936856,
	1851	+ "hi": 0.08517788675937357
	1852	+ },
	1853	+ "resid_A2": {
	1854	+ "b": 0.14089342174164418,
	1855	+ "se": 0.22240084134448446,
	1856	+ "p": 0.5263998755660579,
	1857	+ "lo": -0.295004217424952,
	1858	+ "hi": 0.5767910609082403
	1859	+ },
	1860	+ "lprice": {
	1861	+ "b": -0.29005743067228823,
	1862	+ "se": 0.10428697473349403,
	1863	+ "p": 0.005413517385436609,
	1864	+ "lo": -0.4944561452065751,
	1865	+ "hi": -0.08565871613800133
	1866	+ },
	1867	+ "lkm": {
	1868	+ "b": -0.48612910366259626,
	1869	+ "se": 0.07021165078039074,
	1870	+ "p": 4.39789359105172e-12,
	1871	+ "lo": -0.6237414104872657,
	1872	+ "hi": -0.3485167968379268
	1873	+ },
	1874	+ "prior_cuts": {
	1875	+ "b": 0.027198121624418054,
	1876	+ "se": 0.034875646198716526,
	1877	+ "p": 0.43547328204268165,
	1878	+ "lo": -0.04115688886262758,
	1879	+ "hi": 0.09555313211146368
	1880	+ },
	1881	+ "pricepos_25": {
	1882	+ "b": -0.08860459815414008,
	1883	+ "se": 0.13013661556601003,
	1884	+ "p": 0.4959611400463517,
	1885	+ "lo": -0.3436676777334543,
	1886	+ "hi": 0.16645848142517417
	1887	+ }
	1888	+ },
	1889	+ "note": "S2; exit = inactive and last_seen <= snapshot - 3 d (exit on last observed listing-day); subsample",
	1890	+ "n_rows_before_subsample": 1663764,
	1891	+ "n_events_before_subsample": 48284
	1892	+ },
	1893	+ "exit_confirm_14d": {
	1894	+ "n_rows": 800000,
	1895	+ "n_events": 17852,
	1896	+ "n_listings": 74869,
	1897	+ "n_dealers": 906,
	1898	+ "llf": -76267.48961718245,
	1899	+ "joint_age_bins": {
	1900	+ "stat": 126.25607966444633,
	1901	+ "df": 8,
	1902	+ "p": 1.6871484079423688e-23
	1903	+ },
	1904	+ "seconds": 12.9,
	1905	+ "coef": {
	1906	+ "ldens": {
	1907	+ "b": 0.03016852128975833,
	1908	+ "se": 0.03077012211746359,
	1909	+ "p": 0.32686475971536466,
	1910	+ "lo": -0.030139809860369658,
	1911	+ "hi": 0.09047685243988632
	1912	+ },
	1913	+ "resid_A2": {
	1914	+ "b": 0.19299848973265102,
	1915	+ "se": 0.23727767537786695,
	1916	+ "p": 0.4159964200740617,
	1917	+ "lo": -0.27205720834335456,
	1918	+ "hi": 0.6580541878086567
	1919	+ },
	1920	+ "lprice": {
	1921	+ "b": -0.3220997556739144,
	1922	+ "se": 0.11670697115458697,
	1923	+ "p": 0.005781877484351966,
	1924	+ "lo": -0.5508412158816598,
	1925	+ "hi": -0.09335829546616897
	1926	+ },
	1927	+ "lkm": {
	1928	+ "b": -0.5239853800109883,
	1929	+ "se": 0.06774756909133911,
	1930	+ "p": 1.0390900114106216e-14,
	1931	+ "lo": -0.6567681754701519,
	1932	+ "hi": -0.39120258455182466
	1933	+ },
	1934	+ "prior_cuts": {
	1935	+ "b": 0.04199907500688843,
	1936	+ "se": 0.03758374887899084,
	1937	+ "p": 0.2637892906109055,
	1938	+ "lo": -0.031663719199931245,
	1939	+ "hi": 0.11566186921370811
	1940	+ },
	1941	+ "pricepos_25": {
	1942	+ "b": -0.07993918014452515,
	1943	+ "se": 0.1453691346625493,
	1944	+ "p": 0.5823846943422675,
	1945	+ "lo": -0.36485744854687496,
	1946	+ "hi": 0.20497908825782463
	1947	+ }
	1948	+ },
	1949	+ "note": "S2; exit = inactive and last_seen <= snapshot - 14 d (exit on last observed listing-day); subsample",
	1950	+ "n_rows_before_subsample": 1663764,
	1951	+ "n_events_before_subsample": 37014
	1952	+ },
	1953	+ "S2L_with_stock": {
	1954	+ "n_rows": 800000,
	1955	+ "n_events": 17579,
	1956	+ "n_listings": 109402,
	1957	+ "n_dealers": 949,
	1958	+ "llf": -80569.65767011576,
	1959	+ "joint_age_bins": {
	1960	+ "stat": 188.13335052721516,
	1961	+ "df": 8,
	1962	+ "p": 2.0111331142463394e-36
	1963	+ },
	1964	+ "seconds": 12.0,
	1965	+ "coef": {
	1966	+ "ldens": {
	1967	+ "b": 0.05712034643444522,
	1968	+ "se": 0.02312345230613535,
	1969	+ "p": 0.013502455966931838,
	1970	+ "lo": 0.011799212716190277,
	1971	+ "hi": 0.10244148015270016
	1972	+ },
	1973	+ "resid_A2": {
	1974	+ "b": -0.38060700148324794,
	1975	+ "se": 0.17414934703058135,
	1976	+ "p": 0.02885069045624567,
	1977	+ "lo": -0.7219334495943548,
	1978	+ "hi": -0.03928055337214109
	1979	+ },
	1980	+ "lprice": {
	1981	+ "b": -0.17126562158097483,
	1982	+ "se": 0.07761803263239593,
	1983	+ "p": 0.02734771938852374,
	1984	+ "lo": -0.32339417009132554,
	1985	+ "hi": -0.01913707307062415
	1986	+ },
	1987	+ "lkm": {
	1988	+ "b": -0.3135216555163537,
	1989	+ "se": 0.0659302106292122,
	1990	+ "p": 1.980965330002837e-06,
	1991	+ "lo": -0.44274249384274944,
	1992	+ "hi": -0.18430081718995792
	1993	+ },
	1994	+ "prior_cuts": {
	1995	+ "b": 0.14018145525610415,
	1996	+ "se": 0.0241493162215393,
	1997	+ "p": 6.4450772195476996e-09,
	1998	+ "lo": 0.09284966521061822,
	1999	+ "hi": 0.18751324530159008
	2000	+ },
	2001	+ "pricepos_25": {
	2002	+ "b": -0.07457388761211724,
	2003	+ "se": 0.10420014718893139,
	2004	+ "p": 0.47418940002471544,
	2005	+ "lo": -0.2788024232861953,
	2006	+ "hi": 0.12965464806196086
	2007	+ }
	2008	+ },
	2009	+ "note": "S2L (S2 + left-censored stock, age from first_seen); subsample",
	2010	+ "n_rows_before_subsample": 3470045,
	2011	+ "n_events_before_subsample": 76262
	2012	+ }
	2013	+ }
	2014	+ },
	2015	+ "seconds": 150.0
	2016	+ },
	2017	+ "amli": {
	2018	+ "baseline": {
	2019	+ "validation_noexit_fe": {
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	2114	+ "province_validation_pooled_all_weeks": {
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	2134	+ "note": "province index has one market: pooled OLS with HC SEs on 4 (eval) / 8 (all) weekly points, descriptive only",
	2135	+ "series": {
	2136	+ "week": [
	2137	+ 2,
	2138	+ 3,
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	2143	+ 8,
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	2320	+ "rank": {
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	2352	+ "published": {
	2353	+ "region_validation_noexit_fe": {
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	2355	+ "se": 0.0013056386980831252,
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	2361	+ "listing_days": 2867226
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	2363	+ "seconds": 1.3
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	2365	+ "holm": [
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	2367	+ "hypothesis": "H1",
	2368	+ "test": "hedonic A2: joint Wald on nonlinear age/km spline terms",
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	2370	+ "p_raw": 2.453255897070065e-134,
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	2373	+ "reject_0.05_raw": true,
	2374	+ "reject_0.05_holm": true
	2375	+ },
	2376	+ {
	2377	+ "hypothesis": "H2",
	2378	+ "test": "Model B cloglog: joint test of listing-age bins",
	2379	+ "source": "results/hazards/summary.json B_first_markdown_cloglog.joint_age_bins",
	2380	+ "p_raw": 1.414000625241716e-32,
	2381	+ "rank": 2,
	2382	+ "p_holm": 7.07000312620858e-32,
	2383	+ "reject_0.05_raw": true,
	2384	+ "reject_0.05_holm": true
	2385	+ },
	2386	+ {
	2387	+ "hypothesis": "H3",
	2388	+ "test": "Model D LPM 25 km: joint test of competitor-cut lags",
	2389	+ "source": "results/competition/summary.json main_25km.lags_joint",
	2390	+ "p_raw": 1.454285824475074e-14,
	2391	+ "rank": 3,
	2392	+ "p_holm": 5.817143297900297e-14,
	2393	+ "reject_0.05_raw": true,
	2394	+ "reject_0.05_holm": true
	2395	+ },
	2396	+ {
	2397	+ "hypothesis": "H4",
	2398	+ "test": "hedonic A4: joint Wald on region effects",
	2399	+ "source": "results/hedonic/summary.json tests.H4_region_joint",
	2400	+ "p_raw": 0.5340937064633859,
	2401	+ "rank": 6,
	2402	+ "p_holm": 0.8450825563913087,
	2403	+ "reject_0.05_raw": false,
	2404	+ "reject_0.05_holm": false
	2405	+ },
	2406	+ {
	2407	+ "hypothesis": "H5",
	2408	+ "test": "Model C cloglog: coefficient on entry hedonic residual (resid_A2)",
	2409	+ "source": "results/hazards/summary.json C_exit_cloglog.coef.resid_A2",
	2410	+ "p_raw": 0.42254127819565435,
	2411	+ "rank": 5,
	2412	+ "p_holm": 0.8450825563913087,
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	2414	+ "reject_0.05_holm": false
	2415	+ },
	2416	+ {
	2417	+ "hypothesis": "H6",
	2418	+ "test": "AMLI leave-exit-out index vs next-week exit (region FE), normal p from b/se",
	2419	+ "source": "results/amli/summary.json region_validation.noexit_fe",
	2420	+ "p_raw": 1.4646756154862404e-13,
	2421	+ "rank": 4,
	2422	+ "p_holm": 4.3940268464587213e-13,
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	2424	+ "reject_0.05_holm": true
	2425	+ }
	2426	+ ],
	2427	+ "seconds_total": 159.7
	2428	+}
		\ No newline at end of file

added results/_pre_final_backup/validation/exit_validation.json +26 −0

		@@ -0,0 +1,26 @@
	1	+{
	2	+ "n_reliable_vin_listings": 131860,
	3	+ "pairs_overlapping": 17898,
	4	+ "pairs_both_exited": 8541,
	5	+ "both_exited_within_1d": 0.8029504741833509,
	6	+ "both_exited_within_3d": 0.8981383912890762,
	7	+ "both_exited_within_7d": 0.9384147055379932,
	8	+ "median_abs_exit_gap_days": 0.36759831440117624,
	9	+ "direct_exits_with_pair": 9557,
	10	+ "direct_exit_but_otogo_still_listed_7d": 0.11415716228942137,
	11	+ "otogo_exits_with_pair": 8733,
	12	+ "otogo_exit_but_direct_still_listed_7d": 0.028398030459177832,
	13	+ "all_exits_n": 68796,
	14	+ "all_exits_relisted_any_30d": 0.11641665213093784,
	15	+ "all_exits_relisted_other_dealer_30d": 0.05650037792894936,
	16	+ "S2_exits_n": 34053,
	17	+ "S2_exits_relisted_any_30d": 0.12944527648077997,
	18	+ "S2_exits_relisted_other_dealer_30d": 0.0575279711038675,
	19	+ "exits_observable_30d_n": 47398,
	20	+ "exits_observable_30d_relisted_any": 0.10167095658044643,
	21	+ "exits_observable_30d_relisted_other_dealer": 0.058019325709945564,
	22	+ "transfer_gap_days_median": 1.121260796026499,
	23	+ "transfer_gap_days_q75": 8.668015104736442,
	24	+ "vins_total": 95968,
	25	+ "vins_at_2plus_locations_5km": 10139
	26	+}
		\ No newline at end of file

modified results/amli/bootstrap_region_week.csv +153 −153

		@@ -1,154 +1,154 @@
1	1	region,week,amli_equal_lo,amli_equal_hi,amli_pca_lo,amli_pca_hi
2		−(missing),2,-1.8963004890495543,-1.0618171225647697,-2.7224834166000984,-0.9295940403397212
3		−(missing),3,-1.8963004890495543,-0.369093463761434,-2.4493440036241436,-0.9295940403397212
4		−(missing),4,-1.8013585676141721,-0.5253580768853914,-2.1887747944985256,-0.42526194012438984
5		−(missing),5,-1.8963004890495543,-1.210318679536,-2.6725153769211283,-0.9295940403397212
6		−(missing),6,-1.8963004890495543,0.19176740829779135,-3.1879105619924166,-0.9295940403397212
7		−(missing),7,-1.8963004890495543,-0.23140683125479858,-2.8892898870556474,-0.9295940403397212
8		−(missing),8,-1.8963004890495543,-1.2360248465539567,-2.5500937833588417,-0.9295940403397212
9		−(missing),9,-1.8963004890495543,-0.8737910577509764,-2.6989292269484135,-0.9295940403397212
10		−(missing),10,-1.8963004890495543,-0.44530586920908466,-2.90768934012742,-0.9295940403397212
11		−Abitibi-Témiscamingue,2,-0.5128322047512799,0.7243220366123297,-0.7811151793779147,0.8663629274645919
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modified results/amli/index_body_filled_week.csv +72 −72

		@@ -1,73 +1,73 @@
1	1	body_filled,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
2		−Convertible,2,4389.0,117.0,95.0,87.0,0.0,0.026657552973342446,0.021645021645021644,0.019822282980177717,3.885877901625933,0.31575925855462256,0.9479135624764181,1.6074783342422068,1.4837949062170404,-2.4261142007082754,-0.38993344373980654,0.2446278316975167,-0.39384416535993555,0.015454545454545455,-0.8485676119243806
3		−Convertible,3,4400.0,68.0,75.0,84.0,0.0,0.015454545454545455,0.017045454545454544,0.019090909090909092,3.448870494912916,0.30796261532839175,-1.1511183328056134,0.1896625960810613,0.7863108326929907,-2.2763116074564858,-0.5351637002405069,-0.5973240423457107,-0.9541082051345168,0.021621621621621623,-1.0363915118477323
4		−Convertible,4,4440.0,96.0,108.0,94.0,0.07342342342342342,0.021621621621621623,0.024324324324324326,0.02117117117117117,3.2259625474141354,0.29919299801083293,0.004365099085949941,2.4333729073141366,0.43053941817224145,-2.107814553291393,-0.12208223816198006,0.12767612662379096,-0.6892216364340734,0.015946383175410216,-0.9457800874136583
5		−Convertible,5,4327.0,69.0,99.0,59.0,0.2810261150912873,0.015946383175410216,0.022879593251675524,0.013635313149988445,3.7515138983251117,0.30537812654663765,-1.0589660190929102,1.9880348118214783,1.269343730063865,-2.226653939341782,-1.6184914064789733,-0.3293465646056644,-1.329067289837593,0.017527885272023674,-0.9715415887367721
6		−Convertible,6,4393.0,77.0,93.0,92.0,0.5872979740496244,0.017527885272023674,0.021170043250625995,0.020942408376963352,2.6328260755094517,0.2999462878945942,-0.7626506468433408,1.4610663288767356,-0.5161338789497933,-2.122288061284952,-0.16750808637463868,-0.42150286891519784,-0.9433194307428409,0.014407924358397118,-1.2726814054346718
7		−Convertible,7,4442.0,64.0,61.0,69.0,0.6019810895992797,0.014407924358397118,0.013732552904097254,0.015533543448896894,2.9416090601559053,0.30537812654663765,-1.3472166625982465,-0.8315387440490424,-0.02330192539996039,-2.226653939341782,-1.2415563295601675,-1.1340535201898398,-1.203826911006056,0.012940651494868362,-1.380919630771236
8		−Convertible,8,4482.0,58.0,72.0,61.0,0.6124497991967871,0.012940651494868362,0.01606425702811245,0.013609995537706381,2.9445856520662104,0.30089092950273816,-1.6221296745248315,-0.11279136365423621,-0.01855114676571698,-2.1404381495328546,-1.6235187712504806,-1.103485821145624,-1.4318217781039,0.01584749655489205,-1.3703815916834607
9		−Convertible,9,4354.0,69.0,62.0,51.0,0.6414790996784566,0.01584749655489205,0.01423977951309141,0.011713367018833257,2.5360163537569846,0.30263144743459824,-1.077493737666339,-0.6751862322846831,-0.6706466813586164,-2.1738799901081265,-2.0001357797656953,-1.3194684842366922,-1.4160153431755569,0.01870952266730631,-1.6538152649018938
10		−Convertible,10,4169.0,78.0,83.0,69.0,0.6521947709282802,0.01870952266730631,0.019908851043415686,0.016550731590309425,2.7572004690672998,0.30813594899724006,-0.5412552244806702,1.0723040559234256,-0.3176265828989065,-2.279641993667306,-1.0395714120584785,-0.621158231436387,-1.1173996717486891,,-1.4264016941456263
11		−Coupe,2,5365.0,104.0,97.0,124.0,0.0,0.01938490214352283,0.018080149114631874,0.023112767940354148,3.0303030303030303,0.23368906626520453,-0.41471393102721543,0.5086070125039797,0.11825776133519471,-0.8492397334676584,0.2634641984100914,-0.0747249384491216,-0.2721532468944504,0.013481934208161064,-0.36526441180347785
12		−Coupe,3,5563.0,75.0,78.0,101.0,0.0,0.013481934208161064,0.014021211576487507,0.018155671400323568,3.2299665862470905,0.22876813895690676,-1.52071318634879,-0.7425597597637338,0.43693004971042054,-0.7546903677218398,-0.7208755662037332,-0.6603817660655352,-0.7129642662126544,0.020761245674740483,-0.38448792117828445
13		−Coupe,4,5491.0,114.0,97.0,76.0,0.06301220178473867,0.020761245674740483,0.017665270442542343,0.01384083044982699,2.4392888117953166,0.23339798193528172,-0.1568377342966808,0.3807207358212685,-0.8250283210128329,-0.8436469179171543,-1.5776814587780366,-0.6044947392366872,-0.8207343064092152,0.015244469232199293,-0.9120058038930453
14		−Coupe,5,5379.0,82.0,92.0,90.0,0.3218070273284997,0.015244469232199293,0.017103550845882134,0.016731734523145567,2.786235013128243,0.2286605676864694,-1.190478896511841,0.2075707703270522,-0.271286105018084,-0.7526235224394121,-1.0036293272385528,-0.6020894161761675,-0.8541366597335346,0.016602102933038185,-0.6177674034116649
15		−Coupe,6,5421.0,90.0,101.0,86.0,0.6244235380926029,0.016602102933038185,0.018631248847076187,0.01586423169156982,2.7813555191979673,0.22804789450770496,-0.9361082344026513,0.6784834067475776,-0.27907400346315436,-0.7408517857661285,-1.1758909578401282,-0.49068831494489695,-0.8688649585544592,0.016345270890725436,-0.6269983745257127
16		−Coupe,7,5445.0,89.0,89.0,98.0,0.6409550045913682,0.016345270890725436,0.016345270890725436,0.017998163452708906,3.1252441596999767,0.23638047719631905,-0.9842291204808189,-0.026168890619404903,0.2697882037476794,-0.9009517748280635,-0.7521522086551764,-0.4787427581671569,-0.6809846184802064,0.015485516487520496,-0.5008732292140793
17		−Coupe,8,5489.0,85.0,68.0,91.0,0.6212424849699398,0.015485516487520496,0.012388413190016396,0.01657861176899253,2.411393165072237,0.23097040369512434,-1.1453154994204384,-1.2458695712024557,-0.8695510659620475,-0.7970040864901996,-1.0340351937700711,-1.0183550833690425,-0.8029483611952164,0.014429223744292237,-0.8629079574406787
18		−Coupe,9,5475.0,79.0,85.0,77.0,0.629406392694064,0.014429223744292237,0.015525114155251141,0.014063926940639269,2.7617248277394975,0.22370919347620993,-1.3432259404400437,-0.2789820580637424,-0.31040549678390467,-0.6574891581579417,-1.5333807788378848,-0.8246966864567036,-0.9926374404457637,0.012382739212007506,-0.6648283622651993
19		−Coupe,10,5330.0,66.0,108.0,78.0,0.6424015009380863,0.012382739212007506,0.02026266416510319,0.014634146341463415,2.5495374737214362,0.22547655446482617,-1.7266619328964925,1.181366887585058,-0.6490663472806489,-0.6914467539622521,-1.4201512650987769,-0.6611918823306225,-1.2340146315774017,,-0.7366046540589101
20		−Hatchback,2,12519.0,398.0,178.0,361.0,0.0,0.031791676651489735,0.014218388050163752,0.02883616902308491,2.6070539474786445,0.1317167624928927,1.909859659243038,-0.6817801469172101,-0.5572673896550602,1.1100285184844632,1.3999704635333752,0.6361622209377211,1.210554065061667,0.02232917784440587,0.597710023142762
21		−Hatchback,3,12674.0,283.0,144.0,365.0,0.0,0.02232917784440587,0.01136184314344327,0.028799116301088844,2.598803349157298,0.1289561787646008,0.13693513234152854,-1.5623096049815446,-0.5704357269367268,1.163069627252338,1.3926128364721753,0.11197445282955405,0.78784112927662,0.026649056017403465,0.6001640870355662
22		−Hatchback,4,12871.0,343.0,213.0,346.0,0.10706238831481625,0.026649056017403465,0.01654883070468495,0.02688213814000466,2.777932107339297,0.12854477866214875,0.9463215451990217,0.03657838573104037,-0.2845379274421455,1.170974157499923,1.0119549621270838,0.5762582246229847,0.8070228311062401,0.030748871243966993,0.6761189175483474
23		−Hatchback,5,12846.0,395.0,233.0,336.0,0.31620737972909857,0.030748871243966993,0.018137941771757746,0.026156001868285848,2.941349491146538,0.13342694772461947,1.7144762492711894,0.5264215887563674,-0.023716209568221812,1.0771694822018152,0.8677647489631404,0.8324231719248582,0.9485507100231074,0.028426312771360696,0.6976002597538621
24		−Hatchback,6,12207.0,347.0,281.0,314.0,0.46334070615220774,0.028426312771360696,0.02301957893012206,0.025722945850741377,2.708443972384493,0.13288592406667307,1.2793141461949935,2.0311853722377715,-0.3954442111466087,1.0875645643697753,0.7817720201687774,0.9568783783649419,0.6379176540019882,0.02758506772381896,0.6123682511944669
25		−Hatchback,7,12108.0,334.0,183.0,308.0,0.48265609514370666,0.02758506772381896,0.015113974231912785,0.025437727122563595,3.0321406913280775,0.1325874904635641,1.1216957402825276,-0.4057158661106675,0.12119075349463433,1.0932985868666352,0.7251356134555363,0.5311209655977331,0.8348693221554151,0.024398312794640643,0.708791224732157
26		−Hatchback,8,12091.0,295.0,230.0,294.0,0.4858986022661484,0.024398312794640643,0.019022413365313042,0.024315606649574065,2.9630340350477353,0.1321862831497429,0.5246149807124569,0.799059799734351,0.010893327433631878,1.101007275631538,0.5023140901442203,0.5875778947312396,0.4902620326757131,0.029273704873261072,0.6760875318516673
27		−Hatchback,9,11717.0,343.0,228.0,286.0,0.5101988563625501,0.029273704873261072,0.01945890586327558,0.02440897840744218,2.73126903631066,0.13161103419598907,1.4380842841882573,0.9336085343878374,-0.359014351329325,1.112059953372105,0.5208550915992598,0.7291187024436269,0.7081968199130005,0.02010450801523337,0.574327718601107
28		−Hatchback,10,11291.0,227.0,236.0,302.0,0.5058896466212027,0.02010450801523337,0.020901603046674343,0.026746966610574793,2.9689889739624,0.13034286047038196,-0.279886236390905,1.378319683881892,0.020397685913566766,1.136426300180252,0.9851137032597176,0.6480742273689046,0.36257620410204205,,0.7788922970940347
29		−Pickup,2,37452.0,765.0,475.0,823.0,0.0,0.02042614546619673,0.012682900779664637,0.02197479440350315,2.381009071644563,0.1862798700748132,-0.21962319834897392,-1.1550938242118933,-0.918045487174882,0.06166773365994591,0.03749470309060689,-0.4387200145970393,-0.03794232513613939,0.016235306520478627,-0.27043121740621456
30		−Pickup,3,37942.0,616.0,554.0,701.0,0.0,0.016235306520478627,0.014601233461599283,0.018475567972168046,2.3984052189984744,0.18526478223837797,-1.004832402242915,-0.563768117118327,-0.8902804298013832,0.08117135667616263,-0.6573531163810754,-0.6070125417735076,-0.5048423269973322,0.023011022305803687,-0.3349752704869392
31		−Pickup,4,38286.0,881.0,701.0,869.0,0.09282766546518309,0.023011022305803687,0.018309564853993626,0.02269759180901635,2.4393549261417538,0.186902298955395,0.26468772642789784,0.5793243732485552,-0.8249227994519555,0.04970855357174272,0.1810219114596328,0.04996395305117463,0.004553073185066653,0.0205703233226169,-0.1875658006695477
32		−Pickup,5,38259.0,787.0,602.0,779.0,0.36153584777437986,0.0205703233226169,0.01573485977155702,0.02036122219608458,2.5460184623605855,0.18346107993129881,-0.19260956663342302,-0.2143280092431974,-0.6546828524955262,0.11582720473980664,-0.28291529377179137,-0.24574170348082625,-0.16083708244338665,0.022150402017972567,-0.18382677631223923
33		−Pickup,6,38058.0,843.0,573.0,823.0,0.5548636291975406,0.022150402017972567,0.015055967207945766,0.021624888328340953,2.3893283808639443,0.18454268054050096,0.10343911253084086,-0.42359652090360866,-0.9047674841156549,0.09504562330536573,-0.03198678892406727,-0.23237321162142482,-0.01759031673762546,0.01850250281730744,-0.2412709978229031
34		−Pickup,7,38157.0,706.0,681.0,770.0,0.5635663181067694,0.01850250281730744,0.017847315040490603,0.02017978352595854,2.22246916324036,0.18420194598164571,-0.5800431363315757,0.43683595067323855,-1.1710825282667516,0.10159240491970119,-0.3189439037456876,-0.30632824255021507,-0.39354397767914623,0.01897359399125906,-0.33943613011354024
35		−Pickup,8,38211.0,725.0,658.0,669.0,0.5629269058648033,0.01897359399125906,0.017220172201722016,0.01750804742089974,2.230376500630731,0.18613747413328477,-0.4917779630688435,0.24351928246660529,-1.158462051338802,0.06440369074949472,-0.849475449283756,-0.43835849809506033,-0.5138224713399762,0.017698878804057662,-0.4340472030033335
36		−Pickup,9,37460.0,663.0,541.0,571.0,0.5914308595835558,0.017698878804057662,0.014442071542979178,0.015242925787506674,2.532286654849329,0.187609165166121,-0.7306127430015328,-0.6128297501482587,-0.6765994536621718,0.036127017470082304,-1.2992648123575805,-0.6566359483398923,-0.5971365499654373,0.0148927449105069,-0.384344022922605
37		−Pickup,10,36595.0,545.0,773.0,741.0,0.6103566060937287,0.0148927449105069,0.021123104249214375,0.02024866785079929,2.439083880094637,0.18989727805372048,-1.2563791084272613,1.44659739006264,-0.8253554015043502,-0.007836164410813924,-0.3052654168427661,-0.18964774022451028,-0.6554630067966689,,-0.2659621065904306
38		−SUV,2,186133.0,5016.0,2427.0,4865.0,0.0,0.02694847232892609,0.013039063465371535,0.02613722445778019,2.550153009180551,0.14640063562571362,1.0024211583430085,-1.0453067398603013,-0.6480839241618946,0.8278965534259228,0.8640360840707106,0.20019262636348917,0.7504880546966678,0.019805568583976463,0.3367897668196072
39		−SUV,3,187624.0,3716.0,2695.0,4302.0,0.0,0.019805568583976463,0.014363834051080885,0.02292883639619665,2.523501447617686,0.14572365401575677,-0.33589649969858315,-0.6369464430731417,-0.6906210515402674,0.8409038948948919,0.22694057386112657,-0.11912390511119479,0.14909456779826288,0.024983452037385157,0.25105644550007217
40		−SUV,4,188845.0,4718.0,3350.0,4591.0,0.09084169557044136,0.024983452037385157,0.017739415923111547,0.024310942836717944,2.6319252533228057,0.14512459645992393,0.634248570767728,0.4035760669837234,-0.5175716329068454,0.8524140246734251,0.5013879882593922,0.3748110035554847,0.43956677158615703,0.026744951535814257,0.37294322419429066
41		−SUV,5,186839.0,4997.0,3094.0,4583.0,0.3483426907658465,0.026744951535814257,0.016559711837464342,0.024529140061764407,2.564760194921775,0.14438634035868636,0.9642888411613895,0.039932492969761965,-0.6247701787722152,0.866598677637571,0.5447158119979836,0.3581531289988982,0.5683863633827154,0.02508628991246578,0.34516567028979106
42		−SUV,6,184842.0,4637.0,3361.0,4563.0,0.5269960290410188,0.02508628991246578,0.018183096915203256,0.024685947998831434,2.5006251562890722,0.1442305099587034,0.653516609236423,0.5403406536705404,-0.7271326726659081,0.8695927607766294,0.5758534520692791,0.3824341606173927,0.43727001746599203,0.02244813818244944,0.3314491060992878
43		−SUV,7,184336.0,4138.0,2925.0,4381.0,0.5349850273413767,0.02244813818244944,0.0158677632149987,0.023766383126464716,2.503764010483466,0.14387924129267315,0.15922392786434006,-0.1733605465041154,-0.7221229159064728,0.8763419418757967,0.39325376640590215,0.10666723474709014,0.30491447703004887,0.022064936887909906,0.2943116336269751
44		−SUV,8,185226.0,4087.0,3405.0,3751.0,0.5341420750866509,0.022064936887909906,0.018382948398173043,0.02025093669355274,2.452803705523195,0.14412576222708615,0.08742608802514827,0.601944837654741,-0.8034579242969817,0.8716053553481901,-0.30481488857004796,0.09054069363220994,0.0077172431801511105,0.023003344221063586,0.18733442458135915
45		−SUV,9,179713.0,4134.0,2841.0,3388.0,0.5563147908053396,0.023003344221063586,0.01580853917078898,0.01885228113714645,2.6333807341865487,0.14419526868202015,0.26324913551942003,-0.1916163475698275,-0.5152486179963763,0.8702698771308693,-0.5825484913052276,-0.031178888844228415,0.07316235947922789,0.01839443669199986,0.21751962492431262
46		−SUV,10,173422.0,3190.0,3854.0,4218.0,0.5746964053003656,0.01839443669199986,0.022223247338861274,0.024322173657321446,2.5643327003181193,0.14479388300889875,-0.6002907567531064,1.7857163012483048,-0.6254524799712039,0.8587682634335293,0.503618112934189,0.38447188817834255,-0.036036194882775846,,0.37590376118039054
47		−Sedan,2,57344.0,1774.0,742.0,1783.0,0.0,0.030936104910714284,0.012939453125,0.031093052455357144,3.2260145815859085,0.17088615282627717,1.7495569575286605,-1.076011609515457,0.4306224671218319,0.3574384514808152,1.8481239518795969,0.6619460436990895,1.2540253388535505,0.023509842924754783,0.5549176601971971
48		−Sedan,3,58316.0,1371.0,716.0,1583.0,0.0,0.023509842924754783,0.012277934014678648,0.02714520886206187,3.2263268269075653,0.17125540567389852,0.35814837861847215,-1.2799247572976136,0.4311208251257068,0.3503437271829038,1.0641933985858956,0.18477631444307296,0.6455362362907635,0.028586626400590263,0.4368414651610014
49		−Sedan,4,58279.0,1666.0,858.0,1590.0,0.08382093035227098,0.028586626400590263,0.014722284184697747,0.027282554608006316,2.921870595280657,0.1704723708604168,1.309351028740745,-0.5264542533112434,-0.054805430088476,0.365388746207418,1.091466395619928,0.4369892974336743,0.8140446566822842,0.029130858207042663,0.3173471723509248
50		−Sedan,5,58529.0,1705.0,933.0,1749.0,0.2625877769994362,0.029130858207042663,0.015940815664029797,0.029882622289805053,3.0330603579011224,0.1704459104497834,1.4113200685948946,-0.15084214211835192,0.12265858396569197,0.3658971493773943,1.6077666107184203,0.6713600541076099,0.9805965311017109,0.029282023995468667,0.4530379578190301
51		−Sedan,6,58261.0,1706.0,996.0,1632.0,0.49182128696726796,0.029282023995468667,0.017095484114587802,0.02801187758534869,3.0443616017020516,0.171576446706829,1.4396429819598324,0.20508420184418413,0.14069589281006342,0.3441753316468072,1.2362893987725392,0.6731775614066853,0.8480226905002671,0.0250195737277077,0.40339596696870766
52		−Sedan,7,57475.0,1438.0,878.0,1447.0,0.5122575032622879,0.0250195737277077,0.015276207046541975,0.02517616354936929,3.031221582297666,0.1717827774943088,0.6410164480516896,-0.3557076299335945,0.11972381288745802,0.34021094772730576,0.6731964543146002,0.2836880066094918,0.5005705428374665,0.02430077156241389,0.30295091791777745
53		−Sedan,8,58064.0,1411.0,955.0,1371.0,0.5081634058969413,0.02430077156241389,0.01644736842105263,0.023611876550013778,3.0007501875468865,0.17006428421422048,0.5063393384614325,0.005302654896020861,0.07109005471710711,0.37322961260309484,0.3625731117390342,0.2637069544833379,0.34473213492545646,0.027189901403177206,0.2705348640072173
54		−Sedan,9,56087.0,1525.0,857.0,1230.0,0.5334391213650223,0.027189901403177206,0.015279833116408436,0.021930215557972435,3.0778588807785887,0.1704528982913448,1.0476560942699218,-0.35458989454392614,0.19415910259409816,0.36576288688047676,0.02864259985596034,0.2563261578113062,0.44305375333670155,0.020924439523941324,0.24914373304454343
55		−Sedan,10,54195.0,1134.0,1002.0,1518.0,0.5521173539994464,0.020924439523941324,0.01848879047882646,0.028009964018820926,2.967950448912494,0.1706696090676974,-0.12626120437722269,0.6345706401404269,0.018740151805132416,0.3615990646634991,1.2359094183524884,0.42491161411686484,0.35757044200555427,,0.38525573994532736
56		−Van,2,10644.0,245.0,148.0,242.0,0.0,0.023017662532882375,0.013904547162720781,0.022735813603908306,3.5949275456544,0.16727089527669514,0.2659318609521937,-0.7785215445015575,1.0194246544570666,0.4269010317844053,0.18861168347299642,0.2244695372330209,0.403585271993154,0.017381758302076663,0.5469374882530929
57		−Van,3,10931.0,190.0,123.0,239.0,0.0,0.017381758302076663,0.011252401427133839,0.021864422285243802,2.7028488026379804,0.166224860754501,-0.7900294708033405,-1.5960449945162425,-0.40437436136124527,0.44699925604691715,0.015577908848252813,-0.46557433235713175,-0.024843540231456386,0.02210592799783452,0.07791080710283974
58		−Van,4,11083.0,245.0,200.0,259.0,0.07759631868627628,0.02210592799783452,0.018045655508436342,0.023369123883425064,2.702958392398866,0.16638973375801702,0.09510631558997085,0.49797436454574895,-0.4041994510241095,0.44383143077041637,0.31436926887261335,0.18941638575092803,0.13927050659894896,0.0206927575348628,0.16709301454709993
59		−Van,5,11115.0,230.0,176.0,218.0,0.28753936122357177,0.0206927575348628,0.0158344579397211,0.019613135402609085,2.9269434073235665,0.16615465211218539,-0.1696698947509687,-0.18362689166881907,-0.04670898697662287,0.44834822590258283,-0.4314642623573089,-0.07662436197022734,-0.05725273363764527,0.01943364797334814,0.15873147204493415
60		−Van,6,10806.0,210.0,196.0,175.0,0.5918008513788636,0.01943364797334814,0.0181380714417916,0.016194706644456783,2.9434278266021416,0.16921763140716053,-0.40558075394118415,0.5264615595211773,-0.020399089863941993,0.3894969705418013,-1.110267939464636,-0.12405785064135669,-0.3916142621603186,0.015682999257609503,0.05722109864071393
61		−Van,7,10776.0,169.0,163.0,197.0,0.6162769116555308,0.015682999257609503,0.015126206384558277,0.01828136599851522,2.857346953353811,0.16903679967778706,-1.1083144858542182,-0.4019453072391595,-0.1577881528488201,0.3929714224586486,-0.6959161589785441,-0.39419853649241865,-0.4079892274223682,0.017218065446678085,0.05321530132275235
62		−Van,8,11093.0,191.0,180.0,227.0,0.6096637519156225,0.017218065446678085,0.016226449112052645,0.020463355269088615,2.7403904549886384,0.17033715694152382,-0.8206994961456338,-0.06279568270478163,-0.34445614440169575,0.367986709857436,-0.2626345418783741,-0.22451983105460985,-0.254070856026762,0.01795866799025359,0.05132662974501387
63		−Van,9,11081.0,199.0,180.0,185.0,0.6317119393556538,0.01795866799025359,0.016244021297716814,0.01669524411154228,3.0692595833292247,0.16917530483020826,-0.6819377968355439,-0.0573790596076009,0.1804342253442116,0.39031022193819587,-1.0108752952922675,-0.235889540890601,-0.37158564362052027,0.014547463401160114,0.11944688274032211
64		−Van,10,10861.0,158.0,209.0,207.0,0.638339011140779,0.014547463401160114,0.019243163612926988,0.01905901850658319,3.033980582524272,0.17136195321439002,-1.3210721740843172,0.8671060241930569,0.12412730511057879,0.34829655157064454,-0.5414962721432851,-0.10460771307066441,-0.5100000859928997,,0.16722754437245238
65		−Wagon,2,1811.0,38.0,34.0,66.0,0.0,0.020982882385422418,0.018774157923799006,0.036443953616786304,3.7750713319166955,0.17516397031343012,-0.11531115992759276,0.7225351041611802,1.3069424858076557,0.275245623819113,2.9106622234623662,1.0200148554645445,0.9550014518396267,0.02598808879263671,0.9706634961259869
66		−Wagon,3,1847.0,48.0,19.0,49.0,0.0,0.02598808879263671,0.01028695181375203,0.026529507309149974,5.002501250625312,0.16612583044094836,0.8224805780128772,-1.893644665664241,3.2659775193451743,0.44890199769486266,0.9419324103700147,0.7171295679517375,1.115522409187329,0.03114571746384872,1.3264063376669646
67		−Wagon,4,1798.0,56.0,25.0,45.0,0.13793103448275862,0.03114571746384872,0.013904338153503892,0.02502780867630701,5.0006250781347665,0.1860373527190454,1.788830646664587,-0.778585971555389,3.2629830611020467,0.06632739651079395,0.6437373546884025,0.9966584974820885,1.120757707538934,0.027313266443701228,1.1070093300613757
68		−Wagon,5,1794.0,49.0,19.0,49.0,0.33166109253065773,0.027313266443701228,0.010590858416945374,0.027313266443701228,5.672149744753262,0.18825539056681873,1.07077016916349,-1.7999655094281746,4.334767549762971,0.02371061748348242,1.0975649012420519,0.9453695456447642,1.2358269800649972,0.03305322128851541,1.4524802408796729
69		−Wagon,6,1785.0,59.0,36.0,56.0,0.5484593837535015,0.03305322128851541,0.020168067226890758,0.03137254901960784,3.5902010926289973,0.18981894055973847,2.1462267620942934,1.152207398251362,1.0118810163886096,-0.006331008998819501,1.9036240979919838,1.2415216531454858,1.1733003435686062,0.02962085308056872,0.6000825986735665
70		−Wagon,7,1688.0,50.0,15.0,38.0,0.5983412322274881,0.02962085308056872,0.008886255924170616,0.022511848341232227,3.125976867771178,0.1820677759765295,1.5031271004414932,-2.325408923829551,0.2709576397855018,0.14259776991203393,0.14413848990818348,-0.052917584756467705,0.7253483427816964,0.01837109614206981,0.12440171425432274
71		−Wagon,8,1633.0,30.0,24.0,24.0,0.6203306797305572,0.01837109614206981,0.014696876913655848,0.014696876913655848,3.256473335007578,0.1801116144151622,-0.6046639180380912,-0.5342860400788112,0.4792360491450808,0.18018292883355574,-1.4076947401617805,-0.3774451440600093,-0.44332078401253067,0.016219588271990017,0.03292089265777088
72		−Wagon,9,1603.0,26.0,15.0,28.0,0.6406737367436057,0.016219588271990017,0.009357454772301934,0.017467248908296942,2.0834201425059375,0.17212349856865589,-1.0077774243595388,-2.1801619629260207,-1.393011209363603,0.33366442520066164,-0.8575768848655987,-1.0209726112628197,-0.4228589511047026,0.0189873417721519,-0.42100912605708507
73		−Wagon,10,1580.0,30.0,25.0,29.0,0.6316455696202532,0.0189873417721519,0.015822784810126583,0.018354430379746836,4.167013917826486,0.17696944037234646,-0.4892021341644178,-0.18722513178455885,1.9325010168726338,0.24055581065000597,-0.6814076306006116,0.1630443861946103,-0.06089577899336372,,0.6200528613646569
	2	+Convertible,2,4389.0,117.0,95.0,87.0,0.0,0.026657552973342446,0.021645021645021644,0.019822282980177717,3.885877901625933,0.3157099586736482,0.9504215507645712,1.606479715432308,1.483964467426819,-2.4269316684064224,-0.38694723059375413,0.24539736692470449,-0.3985628039650503,0.015454545454545455,-0.8382836255205461
	3	+Convertible,3,4400.0,68.0,75.0,84.0,0.0,0.015454545454545455,0.017045454545454544,0.019090909090909092,3.448870494912916,0.3078677900026936,-1.1499822608992294,0.1874085305788665,0.7861182568307972,-2.276258490168005,-0.5325553883513653,-0.5970538704017871,-0.9624957548231136,0.021621621621621623,-1.0308632709739207
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	6	+Convertible,6,4393.0,77.0,93.0,92.0,0.5872979740496244,0.017527885272023674,0.021170043250625995,0.020942408376963352,2.6328260755094517,0.3000585686310818,-0.7612606744681943,1.459938065245651,-0.5170026903450751,-2.1262183350784962,-0.163943103871963,-0.42169734770361555,-0.945081712471528,0.014407924358397118,-1.2793377954296974
	7	+Convertible,7,4442.0,64.0,61.0,69.0,0.6019810895992797,0.014407924358397118,0.013732552904097254,0.015533543448896894,2.9416090601559053,0.30540628750379206,-1.3462087595451728,-0.8346970623466657,-0.02391485608425871,-2.2289651430961737,-1.2407861102897717,-1.1349143862724085,-1.2140319580221524,0.012940651494868362,-1.3762413255051245
	8	+Convertible,8,4482.0,58.0,72.0,61.0,0.6124497991967871,0.012940651494868362,0.01606425702811245,0.013609995537706381,2.9445856520662104,0.3009147397705646,-1.6213014531933512,-0.11531324592069832,-0.01916161082299183,-2.142668124940791,-1.623742450154511,-1.1044373770064686,-1.4413619255613228,0.01584749655489205,-1.3600895285756225
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	18	+Coupe,9,5475.0,79.0,85.0,77.0,0.629406392694064,0.014429223744292237,0.015525114155251141,0.014063926940639269,2.7617248277394975,0.2237663709642913,-1.3422154290716244,-0.281651098773979,-0.3111674930177122,-0.6604008578512923,-1.5333699111574162,-0.8257609579744049,-0.9974379163174905,0.012382739212007506,-0.6541505074162978
	19	+Coupe,10,5330.0,66.0,108.0,78.0,0.6424015009380863,0.012382739212007506,0.02026266416510319,0.014634146341463415,2.5495374737214362,0.2254721023999916,-1.7259020333080053,1.1799909558480586,-0.650004177850244,-0.6931734221025605,-1.4198457647667355,-0.6617868884358973,-1.235133213699183,,-0.7263335595825331
	20	+Hatchback,2,12533.0,398.0,179.0,361.0,0.0,0.03175616372775872,0.014282294741881432,0.028803957552062553,2.609262883235486,0.13176548564720653,1.9063382048235487,-0.6650891874705006,-0.554630163438983,1.1072308232696282,1.4012012214905007,0.6390101797348388,1.2147902888310445,0.02230453972257251,0.5804073159420323
	21	+Hatchback,3,12688.0,283.0,145.0,365.0,0.0,0.02230453972257251,0.0114281210592686,0.02876733921815889,2.6319252533228057,0.12867499256301862,0.13429377357621736,-1.545666759639,-0.5184411907908685,1.166609094109824,1.3939109309590771,0.12614116964304997,0.7950605309575003,0.0266118395531073,0.6003217843053199
	22	+Hatchback,4,12889.0,343.0,213.0,347.0,0.10691287144076345,0.0266118395531073,0.016525719605865467,0.026922181705330128,2.777932107339297,0.12911605158333073,0.9418509377443636,0.027058467069233247,-0.2852864931100433,1.1581349376399073,1.0265612208343657,0.5736638140355653,0.813645027132552,0.030785975277928944,0.6609142610077177
	23	+Hatchback,5,12863.0,396.0,233.0,336.0,0.31656689730234006,0.030785975277928944,0.01811397030241779,0.02612143356915183,2.941349491146538,0.13343110798724112,1.7244417350911534,0.5170699722852206,-0.024329355350844743,1.075228883213502,0.8671414457404553,0.8319105361958974,0.9583750464825939,0.028484898092821478,0.6901711212656941
	24	+Hatchback,6,12217.0,348.0,282.0,314.0,0.4637799787181796,0.028484898092821478,0.023082589833838093,0.025701890807890645,2.7135008529829174,0.1328817715086934,1.2930226467416233,2.050002235889369,-0.3881751535900591,1.0857833964633437,0.7836152911099264,0.9648496833228407,0.6516615464833259,0.027557755775577557,0.6096246478499365
	25	+Hatchback,7,12120.0,334.0,183.0,309.0,0.4827557755775578,0.027557755775577557,0.015099009900990099,0.025495049504950493,3.0321406913280775,0.13263219423043016,1.1191967117124324,-0.413113963838437,0.12065284410134834,1.0905785753621724,0.7424355586759217,0.5319499452026875,0.8428455794433937,0.02453937040403206,0.7042913510283046
	26	+Hatchback,8,12103.0,297.0,230.0,295.0,0.4855820870858465,0.02453937040403206,0.019003552838139304,0.02437412211848302,2.9630340350477353,0.13227373528532968,0.5532925891964808,0.7915264408320263,0.010298151088402464,1.0974657198234128,0.5192717650015274,0.5943709331883699,0.5087648685034277,0.029256226543841694,0.6748892180527593
	27	+Hatchback,9,11724.0,343.0,228.0,286.0,0.5098942340498124,0.029256226543841694,0.019447287615148412,0.024394404640054587,2.73126903631066,0.1316037314565766,1.4376357085332274,0.9284287236208254,-0.35980158551325236,1.1103386393621155,0.5233097825518506,0.7279822537109534,0.7168281832107456,0.02009027347552881,0.5698527591332359
	28	+Hatchback,10,11299.0,227.0,236.0,303.0,0.505531462961324,0.02009027347552881,0.020886804141959467,0.026816532436498806,2.9689889739624,0.13026780306904556,-0.28084950446993623,1.372552350713935,0.01980744427678669,1.136006102597604,1.0055276624469442,0.6506088111130668,0.3749277608139105,,0.7757069969633147
	29	+Pickup,2,37452.0,765.0,475.0,823.0,0.0,0.02042614546619673,0.012682900779664637,0.02197479440350315,2.381009071644563,0.18629424653132376,-0.21787830604430455,-1.1585386438821794,-0.9191229730023394,0.05955867382419684,0.04159311997311357,-0.43887762582630263,-0.036615133539673037,0.016235306520478627,-0.27971458339139893
	30	+Pickup,3,37942.0,616.0,554.0,701.0,0.0,0.016235306520478627,0.014601233461599283,0.018475567972168046,2.3984052189984744,0.1852533140469204,-1.003600718609519,-0.5666893300299498,-0.8913434998780557,0.07955832090365403,-0.6550627515578782,-0.6074275958343498,-0.5044934678501082,0.023011022305803687,-0.33534338551979914
	31	+Pickup,4,38286.0,881.0,701.0,869.0,0.09282766546518309,0.023011022305803687,0.018309564853993626,0.02269759180901635,2.4393549261417538,0.18688427516462097,0.2667491618461162,0.5774153452403678,-0.8259519355338829,0.0482223339467049,0.18549379812557473,0.05038574072497613,0.010193492433973394,0.0205703233226169,-0.19443315701093966
	32	+Pickup,5,38259.0,787.0,602.0,779.0,0.36153584777437986,0.0205703233226169,0.01573485977155702,0.02036122219608458,2.5460184623605855,0.1834855527273015,-0.19084701835889206,-0.2169398001221967,-0.6556235991815322,0.11352267790357747,-0.2796506104614658,-0.24590767004410186,-0.15869445103139987,0.022144583377114637,-0.18625530919538497
	33	+Pickup,6,38068.0,843.0,573.0,825.0,0.5547178732793948,0.022144583377114637,0.01505201218871493,0.02167174529788799,2.3893283808639443,0.1844874628448601,0.10430424468089025,-0.4276138282387194,-0.9058380759403214,0.0942727754778746,-0.018740483162269776,-0.23072307343650916,-0.011559392204186085,0.01849571664352519,-0.2464817168495454
	34	+Pickup,7,38171.0,706.0,681.0,770.0,0.5633596185585916,0.01849571664352519,0.01784076917031254,0.020172382174949568,2.22246916324036,0.18442010217047494,-0.5798061232381975,0.4327812020928292,-1.1722913921380094,0.09556698978564437,-0.31724649403323824,-0.3081991635061943,-0.3908921623007274,0.01896664486592544,-0.3460912701899076
	35	+Pickup,8,38225.0,725.0,658.0,669.0,0.5627207325049052,0.01896664486592544,0.01721386527141923,0.01750163505559189,2.230376500630731,0.18620215747411373,-0.4915138114022987,0.23936707434252344,-1.1596643625979857,0.06132799956979139,-0.8489616312457545,-0.4398889462667448,-0.5116979444952374,0.017692266638202486,-0.43381550671314784
	36	+Pickup,9,37474.0,663.0,541.0,571.0,0.5912099055345039,0.017692266638202486,0.014436676095426162,0.015237231146928537,2.532286654849329,0.18762835255292903,-0.730441517424055,-0.6174590245548172,-0.6775515795524857,0.03392622407508829,-1.2997784930417386,-0.6582608780996017,-0.5989302476736399,0.014887049632604005,-0.3771575743485428
	37	+Pickup,10,36609.0,545.0,774.0,741.0,0.6102324564997678,0.014887049632604005,0.021142342047037615,0.020240924362861592,2.4392028743075937,0.18972181920462688,-1.2563796176366193,1.4513916131672089,-0.8261947433093411,-0.006295975571767384,-0.3036005301056415,-0.1882158506912321,-0.6516888148469001,,-0.264688827846721
	38	+SUV,2,186133.0,5016.0,2427.0,4865.0,0.0,0.02694847232892609,0.013039063465371535,0.02613722445778019,2.550153009180551,0.14638361503010108,1.0049647725136786,-1.0486543453241173,-0.6490212446527005,0.8263697366955995,0.8702852306584955,0.20078882997819117,0.7566067787729076,0.019805568583976463,0.32308995209964786
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	47	+Sedan,2,57330.0,1774.0,741.0,1783.0,0.0,0.030943659515088085,0.01292517006802721,0.031100645386359673,3.2260145815859085,0.170818655971527,1.7540052761503426,-1.0837930518192582,0.43024521615646116,0.35689433601127213,1.858445442815846,0.6631594438629327,1.2601289536039801,0.023515488319440156,0.5373256463080075
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	56	+Van,2,10644.0,245.0,148.0,242.0,0.0,0.023017662532882375,0.013904547162720781,0.022735813603908306,3.5949275456544,0.16725008178869316,0.26799410953029723,-0.7816329171587741,1.0193531124077648,0.4254580760260208,0.1931033193596078,0.22485514003298332,0.40263870399526597,0.017381758302076663,0.5510877847708306
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	62	+Van,8,11079.0,191.0,180.0,227.0,0.6104341547071035,0.01723982308872642,0.016246953696181964,0.020489213827962812,2.7403904549886384,0.17097737051050305,-0.815268217244415,-0.05894716371905269,-0.3452358198948514,0.3538449213629063,-0.25416894369753984,-0.22395504463859056,-0.25331226608387003,0.017981386102828227,0.0462248773011976
	63	+Van,9,11067.0,199.0,180.0,185.0,0.6325110689437066,0.017981386102828227,0.01626457034426674,0.016716363964940816,3.0692595833292247,0.16935983652778047,-0.6762357495079665,-0.053512026644270044,0.17992707544529035,0.38492293005049405,-1.005300103985539,-0.23403957492839825,-0.3713120563560911,0.014566239513229464,0.13044620619148958
	64	+Van,10,10847.0,158.0,208.0,207.0,0.638794136627639,0.014566239513229464,0.01917580897944132,0.019083617590117084,3.032417338604077,0.17130595187501046,-1.3165269304384732,0.8446713827894418,0.12109461522527504,0.347531820921237,-0.5340070425780074,-0.10744723081610537,-0.5049192724062322,,0.17544362322801196
	65	+Wagon,2,1811.0,38.0,34.0,66.0,0.0,0.020982882385422418,0.018774157923799006,0.036443953616786304,3.7750713319166955,0.17522406963236284,-0.11349808981455008,0.7207528863114543,1.3070202243936222,0.27225222926960785,2.922236862197161,1.0217528224714592,0.9595254231314326,0.02598808879263671,0.9492006012941361
	66	+Wagon,3,1847.0,48.0,19.0,49.0,0.0,0.02598808879263671,0.01028695181375203,0.026529507309149974,5.002501250625312,0.1661739428619362,0.82490658395165,-1.8977434569233858,3.267072398304471,0.44613415162754344,0.9483842497046592,0.7177507853329875,1.108182059434914,0.03114571746384872,1.335103051033352
	67	+Wagon,4,1798.0,56.0,25.0,45.0,0.13793103448275862,0.03114571746384872,0.013904338153503892,0.02502780867630701,5.0006250781347665,0.18613629903032097,1.791888254006219,-0.7816974012614375,3.2640763853242802,0.06259335121631272,0.6494132655831895,0.9972547709737126,1.1153276666313343,0.027435610302351622,1.119255384252951
	68	+Wagon,5,1786.0,49.0,19.0,47.0,0.33314669652855544,0.027435610302351622,0.010638297872340425,0.02631578947368421,5.672149744753262,0.18666708340393495,1.0962961810191547,-1.789345197508593,4.336417349625641,0.05239528332370125,0.9058354784691515,0.9203198189858111,1.18041413807291,0.03342776203966006,1.457267868739326
	69	+Wagon,6,1765.0,59.0,36.0,55.0,0.5546742209631728,0.03342776203966006,0.020396600566572238,0.031161473087818695,3.5902010926289973,0.1886888796295655,2.219739000100831,1.2213133855057485,1.011805557646288,0.013550102118346346,1.8705555409202985,1.2673927172583024,1.1878984596421396,0.02869097429766886,0.595868328488147
	70	+Wagon,7,1673.0,48.0,15.0,38.0,0.6037059175134489,0.02869097429766886,0.008965929468021518,0.022713687985654513,3.125976867771178,0.17677331347815528,1.3316589901903269,-2.305308930976391,0.2704974900769721,0.24248629284230055,0.18869836238690993,-0.05439355909597628,0.7082557878315054,0.01845018450184502,0.18033120033572997
	71	+Wagon,8,1626.0,30.0,24.0,24.0,0.6230012300123001,0.01845018450184502,0.014760147601476014,0.014760147601476014,3.256473335007578,0.17973672127608165,-0.5883427491199339,-0.5176606993168413,0.4788840385843591,0.18554973739892944,-1.3947603582260137,-0.36726600613590005,-0.43893250676968504,0.016290726817042606,0.05590431585984399
	72	+Wagon,9,1596.0,26.0,15.0,28.0,0.643483709273183,0.016290726817042606,0.009398496240601503,0.017543859649122806,2.0834201425059375,0.171811430730661,-0.9932102049950982,-2.1718522318554925,-1.3943352996691403,0.3378199530809969,-0.8405551986860019,-1.0124265964249473,-0.415516027385734,0.018412698412698412,-0.4194119377501128
	73	+Wagon,10,1575.0,29.0,25.0,28.0,0.6323809523809524,0.018412698412698412,0.015873015873015872,0.017777777777777778,4.167013917826486,0.17673058305500766,-0.5953708551348406,-0.1743154969327949,1.9329035484443993,0.24330728113434918,-0.7939847806285311,0.12250793937651638,-0.13056078238963342,,0.6279488908799808

modified results/amli/index_province_week.csv +9 −9

		@@ -1,10 +1,10 @@
1	1	market,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
2		−Quebec,2,320250.0,8605.0,4275.0,8454.0,0.0,0.026869633099141296,0.013348946135831381,0.026398126463700235,2.679088373072267,0.1572800715430433,1.2491837138666295,-1.3791172055457157,0.7393416738080363,-2.2840143028365336,1.32750704655098,-0.06941981483132072,1.3997151164879655,0.01998474352758055,-1.5385253178530185
3		−Quebec,3,323797.0,6471.0,4484.0,7542.0,0.0,0.01998474352758055,0.013848182657652789,0.023292371454954802,2.632271650434325,0.1562913594887413,-1.1062596342328173,-1.1669376866359207,-0.17841577632679595,-0.769009469117128,-0.054262430783467014,-0.6549769994192258,0.12165797867079571,0.025271711591082886,-0.3395682172300569
4		−Quebec,4,325621.0,8229.0,5649.0,7984.0,0.08878420003623845,0.025271711591082886,0.017348389692311,0.024519303116199508,2.67022696929239,0.15556897979648654,0.7025063056350848,0.3206783274908188,0.5656298272841155,0.3378939217991366,0.4916070004850383,0.4836630765388388,0.21564623180650624,0.02615837154404222,0.09726795918580959
5		−Quebec,5,323644.0,8466.0,5334.0,8001.0,0.3308419127189134,0.02615837154404222,0.016481071794935177,0.024721607692402763,2.678619261058233,0.15521567282504406,1.0058484677012793,-0.0479387230720188,0.7301455784479047,0.8792666775910071,0.5816135488881136,0.6297871099112572,0.2947606413468745,0.025278582850289825,0.48509961190771844
6		−Quebec,6,320192.0,8094.0,5720.0,7860.0,0.5271587047771337,0.025278582850289825,0.017864281431141316,0.024547771337197682,2.6194631225264584,0.15550142350502857,0.7048570857926789,0.539936446979345,-0.4295038758422786,0.441410519641395,0.5042726868442401,0.3521945726830761,-0.04065091309979616,0.022268495143956523,0.10791044051520438
7		−Quebec,7,318881.0,7101.0,5067.0,7438.0,0.5389784904086478,0.022268495143956523,0.015889940134407508,0.023325315713385242,2.627975563513798,0.15542561929452992,-0.3249475307353151,-0.2991744116901241,-0.2626328157857895,0.5575654151158176,-0.039605327881139664,-0.07375893419531017,-0.17587244392563836,0.02190472628442483,0.4032073799166777
8		−Quebec,8,320844.0,7028.0,5678.0,6635.0,0.5372610988517784,0.02190472628442483,0.017697073967410954,0.02067983194324968,2.5293725309117026,0.15538276101416693,-0.4493993366101638,0.4688719361478901,-2.1955675168389814,0.623237216761514,-1.2165973044097698,-0.5538910009899022,-0.975585240038213,0.022987732184747915,0.5209556064048424
9		−Quebec,9,312036.0,7173.0,4882.0,5940.0,0.5605923675473343,0.022987732184747915,0.015645630632362933,0.019036265046340806,2.7030679821597516,0.15543246156061966,-0.07888372886452168,-0.40300790612235476,1.209418681580559,0.547081001423836,-1.9478303107837505,-0.13464445255324636,-0.1841887666585369,0.018240766191660512,0.8134317952602429
10		−Quebec,10,301961.0,5508.0,6408.0,7310.0,0.5777931587191724,0.018240766191660512,0.021221283543239027,0.024208424266709938,2.632271650434325,0.1560070952456019,-1.7029053425528475,1.9666892224480943,-0.17841577632679595,-0.33343098037929986,0.3532950910897579,0.021046442855781767,-0.6554826045899121,,-0.5497792581075893
	2	+Quebec,2,320250.0,8605.0,4275.0,8454.0,0.0,0.026869633099141296,0.013348946135831381,0.026398126463700235,2.679088373072267,0.15729909792817895,1.2494097969398803,-1.3791184696856336,0.7393416738080363,-2.292490922131379,1.3277637615080904,-0.07101883191220115,1.4029652087114035,0.01998474352758055,-1.5296429675312355
	3	+Quebec,3,323797.0,6471.0,4484.0,7542.0,0.0,0.01998474352758055,0.013848182657652789,0.023292371454954802,2.632271650434325,0.15629923676965712,-1.1062452693443812,-1.1669391433692073,-0.17841577632679595,-0.775884159001532,-0.054118765508151624,-0.6563206227100136,0.12539455994081872,0.02526871813770653,-0.3358276858420933
	4	+Quebec,4,325620.0,8228.0,5649.0,7983.0,0.08878447269823721,0.02526871813770653,0.017348442970333517,0.024516307352128248,2.67022696929239,0.15555283320660448,0.7016590450365084,0.32069816402794915,0.5656298272841155,0.35627372322221046,0.4904623832718823,0.48694462856853316,0.20983205662360604,0.02615837154404222,0.10724332664675074
	5	+Quebec,5,323644.0,8466.0,5334.0,8001.0,0.3308419127189134,0.02615837154404222,0.016481071794935177,0.024721607692402763,2.678619261058233,0.15521244528797085,1.0060526786727617,-0.04794119551021958,0.7301455784479047,0.8725800274401478,0.5818092384542691,0.6285292655009728,0.2941286980256481,0.025278582850289825,0.4794681687914445
	6	+Quebec,6,320192.0,8094.0,5720.0,7860.0,0.5271587047771337,0.025278582850289825,0.017864281431141316,0.024547771337197682,2.6194631225264584,0.15549482170670834,0.7050342422612059,0.5399334409323397,-0.4295038758422786,0.4442665733613985,0.5044620487559011,0.35283848589371336,-0.042292438572133,0.022268495143956523,0.1074372729054284
	7	+Quebec,7,318881.0,7101.0,5067.0,7438.0,0.5389784904086478,0.022268495143956523,0.015889940134407508,0.023325315713385242,2.627975563513798,0.15543146195519073,-0.3248629378872638,-0.29917665608403543,-0.2626328157857895,0.5403717444072421,-0.03946046343270146,-0.07715222575650964,-0.17219928517042338,0.02190472628442483,0.39277311196091813
	8	+Quebec,8,320844.0,7028.0,5678.0,6635.0,0.5372610988517784,0.02190472628442483,0.017697073967410954,0.02067983194324968,2.5293725309117026,0.15538460306112406,-0.4493259300682734,0.46886899460547804,-2.1955675168389814,0.6114481284117494,-1.2165487357404787,-0.5562250119261012,-0.9710622330908794,0.022987732184747915,0.5095519639260352
	9	+Quebec,9,312036.0,7173.0,4882.0,5940.0,0.5605923675473343,0.022987732184747915,0.015645630632362933,0.019036265046340806,2.7030679821597516,0.15542726335625595,-0.0787770186594459,-0.40301005626757247,1.209418681580559,0.5467402521604199,-1.94784156805507,-0.1346939418482219,-0.18347920528422498,0.018240766191660512,0.8085210468208133
	10	+Quebec,10,301961.0,5508.0,6408.0,7310.0,0.5777931587191724,0.018240766191660512,0.021221283543239027,0.024208424266709938,2.632271650434325,0.15598767731398244,-1.7029446069509935,1.9666849213509128,-0.17841577632679595,-0.30330536787034157,0.35347210074625746,0.027098254189807845,-0.6632873611838066,,-0.5395242376781185

modified results/amli/index_region_week.csv +153 −153

		@@ -1,154 +1,154 @@
1	1	region,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
2		−(missing),2,746.0,2.0,2.0,5.0,0.0,0.002680965147453083,0.002680965147453083,0.006702412868632708,12.158080827608725,0.37907720463186767,-2.766524140628517,-1.6030598385938295,2.323463873826365,-4.436964246189289,-2.046844256737203,-1.705985721664495,-2.729717603678916,0.018387553041018388,-0.8575858914772412
3		−(missing),3,707.0,13.0,2.0,5.0,0.0,0.018387553041018388,0.002828854314002829,0.007072135785007072,15.660123059491706,0.32553509990205287,-0.45837569785442545,-1.5817144263050473,3.296729500127968,-3.326651815994245,-1.9949393644715205,-0.8129903608994541,-2.252950399119264,0.010014306151645207,-1.5260489075616186
4		−(missing),4,699.0,7.0,1.0,11.0,0.0,0.010014306151645207,0.001430615164520744,0.015736766809728183,12.507817385866165,0.3109663727678235,-1.6888591675701807,-1.7835276613128446,2.4206604659502626,-3.0245374536455567,-0.7785237192896577,-0.9709575071735955,-2.0020113819782837,0.00423728813559322,-0.9702523870976217
5		−(missing),5,708.0,3.0,1.0,2.0,0.1271186440677966,0.00423728813559322,0.0014124293785310734,0.002824858757062147,13.337779259753251,0.326041963260562,-2.537816001988116,-1.7861524857594313,2.6513182677440583,-3.3371627342744095,-2.5912087510701296,-1.5202043410696058,-2.6424519119973264,0.019662921348314606,-1.354384294932544
6		−(missing),6,712.0,14.0,3.0,6.0,0.7949438202247191,0.019662921348314606,0.004213483146067416,0.008426966292134831,30.03003003003003,0.3417550010575242,-0.2709550185574795,-1.3818656207645026,7.29032397487446,-3.663006876377712,-1.804736570984082,0.03395197763813682,-3.139693683977291,0.017830609212481426,-3.307825733819839
7		−(missing),7,673.0,12.0,2.0,9.0,0.7860326894502229,0.017830609212481426,0.0029717682020802376,0.01337295690936107,15.96491170147378,0.3675379101435875,-0.5402209107842737,-1.5610871150964267,3.381434449093931,-4.197671783357057,-1.1103757435522705,-0.8055842207392194,-2.3123867386241375,0.003125,-1.231604168959422
8		−(missing),8,640.0,2.0,4.0,4.0,0.7484375,0.003125,0.00625,0.00625,9.73187704622224,0.350792042612528,-2.70127137151095,-1.0879273094303712,1.6491885263366837,-3.850409661930191,-2.1103578777923073,-1.620155538865427,-2.359005306357383,0.0029985007496251873,-0.586707817964847
9		−(missing),9,667.0,2.0,3.0,9.0,0.7451274362818591,0.0029985007496251873,0.004497751124437781,0.013493253373313344,17.657445556209534,0.3522524653196879,-2.7198609626903516,-1.3408361299615168,3.8518128492082977,-3.880694715035244,-1.0934874882539078,-1.0366132893465445,-2.7115671974099924,0.010014306151645207,-1.4834962254487025
10		−(missing),10,699.0,7.0,7.0,10.0,0.7238912732474965,0.010014306151645207,0.010014306151645207,0.01430615164520744,22.234574763757642,0.3993745071815271,-1.6888591675701807,-0.5446105225240236,5.123859909146929,-4.857873125921227,-0.9793658167075878,-0.5893697447152181,-2.8913358310012764,,-1.7674202702722688
11		−Abitibi-Témiscamingue,2,10073.0,261.0,61.0,214.0,0.0,0.02591085078923856,0.006055792713193686,0.021244912141368012,2.9832356345443003,0.15548251871200433,0.6472042091089635,-1.1159579941862563,-0.22635159434600013,0.19975969948216354,-0.005242763848420283,-0.10011768875790994,0.042031365485469215,0.018694421988682295,-0.09127626684634807
12		−Abitibi-Témiscamingue,3,9896.0,185.0,67.0,165.0,0.0,0.018694421988682295,0.006770412287793048,0.01667340339531124,3.8465237042023275,0.15873573258954599,-0.41328002917794926,-1.012814202079439,0.013568014888025988,0.1322972075882628,-0.6470305958892159,-0.3854519209340631,-0.33511872537232923,0.022222222222222223,-0.2964749895674227
13		−Abitibi-Témiscamingue,4,9765.0,217.0,83.0,208.0,0.10701484895033282,0.022222222222222223,0.008499743983614952,0.021300563236047107,4.167534903104814,0.15969342858429167,0.10514489357686298,-0.7632131062550156,0.10278143519040471,0.11243729037581858,0.0025700168742680044,-0.08805589404753227,-0.09694219094891232,0.019979188345473464,-0.179839082196727
14		−Abitibi-Témiscamingue,5,9610.0,192.0,67.0,181.0,0.4559833506763788,0.019979188345473464,0.006971904266389178,0.018834547346514047,3.6874451273046533,0.16118611755438042,-0.22447826740440951,-0.9837320897357325,-0.03064210609964573,0.08148312586794322,-0.34363056578604606,-0.30019998063157816,-0.23750878378107482,0.023098532931016543,-0.20538474879228438
15		−Abitibi-Témiscamingue,6,9611.0,222.0,63.0,195.0,0.6052439912600146,0.023098532931016543,0.0065549890750182084,0.020289251898865882,4.763038818766373,0.15931043032189757,0.23392239837906859,-1.0439070630410041,0.26828015081547957,0.12037959547617218,-0.13940659230703614,-0.11214630213546399,-0.1810442905688519,0.018477690288713912,-0.32693301560786453
16		−Abitibi-Témiscamingue,7,9525.0,176.0,79.0,170.0,0.6127034120734908,0.018477690288713912,0.008293963254593176,0.01784776902887139,3.593246552390772,0.16085480130576096,-0.4451296542634045,-0.7929142304450587,-0.05682118360351196,0.08835369158485143,-0.4821630180603655,-0.3377348789574978,-0.2681867005811967,0.014966859097712209,-0.19239003625524706
17		−Abitibi-Témiscamingue,8,9354.0,140.0,88.0,129.0,0.611075475732307,0.014966859097712209,0.009407740004276246,0.013790891597177678,4.65447978048459,0.16180839416277545,-0.9610609056126012,-0.6321585478329194,0.23811010334371926,0.0685788618908889,-1.0517024669321984,-0.46764659102862216,-0.522756196297735,0.018739168110918546,-0.41159480622243566
18		−Abitibi-Témiscamingue,9,9232.0,173.0,72.0,150.0,0.6290077989601387,0.018739168110918546,0.00779896013864818,0.01624783362218371,4.0377393687938685,0.1593118298253477,-0.40670440033611194,-0.8643599342824902,0.06670947385247115,0.12035057371685548,-0.7067757516462071,-0.3581560077390965,-0.33733829926721154,0.0166189111747851,-0.30932828341919233
19		−Abitibi-Témiscamingue,10,8725.0,145.0,81.0,110.0,0.6514613180515759,0.0166189111747851,0.009283667621776504,0.012607449856733524,3.3338889814969157,0.16045604561809573,-0.718284979044891,-0.6500663920644818,-0.1289002140543663,0.09662276129848818,-1.2178442269367864,-0.5236946101604074,-0.4230669623006836,,-0.2746247550414798
20		−Bas-Saint-Laurent,2,12786.0,299.0,109.0,276.0,0.0,0.023384952291568905,0.008524949163147192,0.021586109807602064,3.5778175313059033,0.16717557298039754,0.2760129151430645,-0.7595751457371472,-0.06110912043439113,-0.04272130806613827,0.04265750774104409,-0.10894703027071362,-0.05551649972938962,0.019613947696139476,-0.06341255918520519
21		−Bas-Saint-Laurent,3,12848.0,252.0,76.0,263.0,0.0,0.019613947696139476,0.005915317559153176,0.02047011207970112,3.391415932968525,0.16714145568182598,-0.27815190051369976,-1.1362333135303289,-0.11291268428002277,-0.042013811398238676,-0.11401588000425986,-0.33666551794530997,-0.23599421963296788,0.024665981500513873,-0.12158965228913726
22		−Bas-Saint-Laurent,4,12649.0,312.0,146.0,272.0,0.14364771918728753,0.024665981500513873,0.011542414420112262,0.021503676179935174,3.7396457319920486,0.16482605419795376,0.46426548749111746,-0.32405277800962506,-0.01613484123805574,0.0060010931597402435,0.031084764008851577,0.032232745082405694,0.046347611737757796,0.02651915724395998,-0.034132984418487305
23		−Bas-Saint-Laurent,5,12293.0,326.0,52.0,259.0,0.4164158464166599,0.02651915724395998,0.004230049621735947,0.02106890100056943,2.825035419305825,0.16382952937025685,0.736597373665722,-1.3794745176055168,-0.27031760656691384,0.026666210991272307,-0.029952726082570165,-0.1832962531196013,-0.017821947620847656,0.022860985039502436,-0.07895543463714626
24		−Bas-Saint-Laurent,6,11898.0,272.0,77.0,253.0,0.5731215330307615,0.022860985039502436,0.00647167591191797,0.021264077996301898,3.3338889814969157,0.16076368970361188,0.19901374733416652,-1.055931972349415,-0.1289002140543663,0.09024308956260375,-0.0025520958063134473,-0.1796254890626649,-0.07870506556839178,0.020659378497030215,-0.10755828641709389
25		−Bas-Saint-Laurent,7,11617.0,240.0,103.0,216.0,0.579151243866747,0.020659378497030215,0.008866316604975466,0.018593440647327195,3.182541486701523,0.15774468121304164,-0.12452149450472845,-0.7103042697305513,-0.17096176116255615,0.15284882146013853,-0.3774792040272208,-0.2460835815929836,-0.1341945229076459,0.016583174987044393,-0.11916891058176085
26		−Bas-Saint-Laurent,8,11578.0,192.0,97.0,176.0,0.5863707030575229,0.016583174987044393,0.00837795819657972,0.015201243738124029,2.8575510787255323,0.15563139768560513,-0.7235365605241623,-0.7807909173674098,-0.2612810583089805,0.19667236894449042,-0.8537050675544106,-0.48452824696209457,-0.319195069568152,0.020937723693629205,-0.18231830907070187
27		−Bas-Saint-Laurent,9,11176.0,234.0,133.0,165.0,0.6142627057981389,0.020937723693629205,0.011900501073729421,0.014763779527559055,3.3910949845705174,0.1587404840068306,-0.08361750972858166,-0.2723687538522674,-0.11300188024709407,0.13219867657797135,-0.9151200670414192,-0.2503819068582782,-0.18208223991658173,0.01677248175874159,-0.17924460815281165
28		−Bas-Saint-Laurent,10,10553.0,177.0,81.0,205.0,0.634701032881645,0.01677248175874159,0.0076755424997631,0.019425755709276984,3.4485731528580055,0.1555115175038222,-0.6957171427575267,-0.8821732768495668,-0.09702790798950872,0.19915834622609546,-0.2606316360018042,-0.3472783234744622,-0.24989172802054208,,-0.16661216103771884
29		−Capitale-Nationale,2,40055.0,1025.0,378.0,973.0,0.0,0.025589814005742104,0.009437024091873674,0.024291599051304458,2.7043478438937285,0.16266033867132185,0.6000265180075041,-0.6279318628237935,-0.3038583410563204,0.050911932612542246,0.4224774255795841,0.02832513446390329,0.17720381436248095,0.020768792287293364,0.12341502195539952
30		−Capitale-Nationale,3,40349.0,838.0,582.0,979.0,0.0,0.020768792287293364,0.014424149297380357,0.02426330268408139,2.3408443813653657,0.16419477397783397,-0.10844268277774852,0.09187910190640276,-0.4048809449243054,0.019092066681835787,0.4185049374616542,0.003230495669567768,0.1737750680549563,0.027006992661411874,0.2802952683361856
31		−Capitale-Nationale,4,40471.0,1093.0,631.0,1018.0,0.10639717328457414,0.027006992661411874,0.015591411133898347,0.02515381384201033,2.7304676939713435,0.16472942435374277,0.8082868180410302,0.26035449284084616,-0.2965992760418402,0.008004923933608441,0.5435225754456844,0.2647139068438658,0.36716900185454043,0.034822938553784655,0.27781104915677834
32		−Capitale-Nationale,5,39026.0,1359.0,503.0,1047.0,0.3785937580074822,0.034822938553784655,0.012888843335212423,0.026828268333931225,2.804912084845102,0.16480321346378457,1.9568725874351323,-0.12971751342698828,-0.27591015754727755,0.00647474564670934,0.7785969410252831,0.4672633206265718,0.559879352778483,0.027809655982278685,0.25565750011870886
33		−Capitale-Nationale,6,37469.0,1042.0,579.0,924.0,0.558942058768582,0.027809655982278685,0.015452774293415891,0.024660385919026397,2.488924286923192,0.16424868353564984,0.9262415327559693,0.240344504363991,-0.3637275057357869,0.017974134309708747,0.4742509072609947,0.25901671459097536,0.38984802497201415,0.027490210802982352,0.2923617833982407
34		−Capitale-Nationale,7,37286.0,1025.0,577.0,1107.0,0.5582256074666094,0.027490210802982352,0.015474977203239822,0.029689427667220943,2.527038626609442,0.16230846178181996,0.8792977345140488,0.24354913574612153,-0.35313500735067616,0.05820886810441056,1.1802711688650938,0.4016383799757997,0.5278545860644918,0.03013669142180605,0.41005752941880724
35		−Capitale-Nationale,8,37164.0,1120.0,613.0,970.0,0.5569099128188569,0.03013669142180605,0.016494457001399204,0.026100527392099882,2.3679848448969927,0.1627943175203618,1.2682090729004245,0.39069457661569656,-0.3973382374158862,0.04813358868633769,0.6764303900484027,0.397225878166995,0.5312582628288232,0.028080908289241622,0.3613861443879103
36		−Capitale-Nationale,9,36288.0,1019.0,446.0,929.0,0.5833608906525574,0.028080908289241622,0.012290564373897707,0.025600749559082894,3.109269663757673,0.1619708208128543,0.9661031878880735,-0.21606941729461385,-0.19132500692768867,0.06521059070529506,0.6062672667183447,0.24603732421788216,0.32336233201809567,0.018235474261532894,0.1596644719098905
37		−Capitale-Nationale,10,35919.0,655.0,719.0,1139.0,0.5987082045713967,0.018235474261532894,0.020017261059606335,0.03171023692196331,3.0307622367025306,0.16221702366056606,-0.4807243072676916,0.899154437397535,-0.213143298970691,0.06010503716863017,1.4639698037387043,0.34587233441329734,0.40333522293127394,,0.4889014391904293
38		−Centre-du-Québec,2,10336.0,273.0,125.0,243.0,0.0,0.026412538699690402,0.012093653250773995,0.023510061919504645,2.8324374853937835,0.1550278866966252,0.7209293349679292,-0.2444903571469521,-0.2682604707558619,0.20918748683544963,0.31275850140387734,0.14602489906088842,0.2667149806944083,0.019090132016335835,0.1103771673324549
39		−Centre-du-Québec,3,10529.0,201.0,217.0,253.0,0.0,0.019090132016335835,0.02060974451514864,0.024028872637477442,2.507592432643281,0.15367969975135257,-0.35512879414791476,0.9846698536236365,-0.3585393716891043,0.23714508639408907,0.385593625303508,0.17874807989684288,0.3016788243265987,0.024735990866711063,0.3376317787765327
40		−Centre-du-Québec,4,10511.0,260.0,193.0,243.0,0.11454666539815432,0.024735990866711063,0.018361716297212446,0.023118637617733803,2.999113898166451,0.14911601376276062,0.47455365514806896,0.6602032935086788,-0.22193880684500955,0.331783078423173,0.257806981458022,0.3004816403385866,0.3699906070402688,0.019284778131436062,0.1838877924939869
41		−Centre-du-Québec,5,10682.0,206.0,184.0,203.0,0.33645384759408353,0.019284778131436062,0.01722523871934095,0.019003931847968544,2.5648589399288704,0.1506458124673826,-0.3265247376523168,0.4961711130415339,-0.34262422293047656,0.30005936255489835,-0.3198509083450401,-0.03855387866628025,0.10229200910583404,0.017900573985796284,0.11783313735999229
42		−Centre-du-Québec,6,10279.0,184.0,88.0,175.0,0.5426597918085417,0.017900573985796284,0.00856114408016344,0.017025002432143204,2.4398972185260015,0.15252271943955542,-0.5299392962369224,-0.7543509941343307,-0.3773528012833128,0.2611375989813646,-0.5976700901720041,-0.39963511656904105,-0.1872230436541516,0.01750861079219288,-0.0883208761191402
43		−Centre-du-Québec,7,10452.0,183.0,192.0,223.0,0.5588404133180253,0.01750861079219288,0.018369690011481057,0.021335629544584768,2.475252351938991,0.15106252419699723,-0.5875399184134994,0.6613541703613061,-0.3675271242109754,0.2914179351113193,0.007492927752098266,0.0010395981200497695,0.14811317056355738,0.01845748187211602,0.21541070937182086
44		−Centre-du-Québec,8,10619.0,196.0,194.0,157.0,0.561917318014879,0.01845748187211602,0.018269140220359734,0.014784819662868444,2.9423880828936504,0.15319319998646408,-0.4480993651654436,0.6468414322270113,-0.23770368986849788,0.24723372110444372,-0.9121662713524785,-0.140778834610993,-0.04967006048718273,0.011357183418512209,-0.009691018495122257
45		−Centre-du-Québec,9,10566.0,120.0,188.0,164.0,0.5822449365890593,0.011357183418512209,0.01779292068900246,0.01552148400530002,2.5347059463663264,0.15692794776161473,-1.4915177657737009,0.5781068354073562,-0.3510041539025649,0.1697855725992926,-0.8087469764252349,-0.3806752976189704,-0.22527571867118504,0.008299537866641516,0.06875770274404572
46		−Centre-du-Québec,10,10603.0,88.0,227.0,202.0,0.6019994341224182,0.008299537866641516,0.021409035178723,0.01905121192115439,2.437298721577047,0.15966469292337898,-1.9408515018422963,1.10003454970386,-0.3780749592680002,0.11303318703812257,-0.31321332382880174,-0.28381440963942317,-0.1359282668306788,,0.2588023237032626
47		−Chaudière-Appalaches,2,24991.0,476.0,278.0,546.0,0.0,0.01904685686847265,0.011124004641671001,0.021847865231483334,3.001779881236078,0.17172517630504042,-0.3614882571852147,-0.3844434708159335,-0.22119789354066746,-0.13706726531415026,0.0794049920726847,-0.20495837895665625,-0.09284933866481336,0.015113059529303184,0.09199232595491093
48		−Chaudière-Appalaches,3,26004.0,393.0,283.0,536.0,0.0,0.015113059529303184,0.010882941085986772,0.02061221350561452,2.6343982156342753,0.16787725374508047,-0.9395761438810059,-0.4192371010995203,-0.32329830329826514,-0.057272190572301644,-0.09406645605411822,-0.36669003898104224,-0.19761214015379763,0.017230230877486593,0.08840679537680826
49		−Chaudière-Appalaches,4,26291.0,453.0,412.0,469.0,0.05530409645886425,0.017230230877486593,0.015670761857669926,0.01783880415351261,2.703189764799331,0.16658128838881964,-0.6284490051599685,0.27180748803875937,-0.30418018713940137,-0.03039751966760536,-0.48342158459509904,-0.23492816170466296,-0.1066590602189764,0.024769695348037156,0.10127590784356673
50		−Chaudière-Appalaches,5,26161.0,648.0,354.0,525.0,0.3155842666564734,0.024769695348037156,0.013531592829020297,0.020068040212530103,3.3345931739618258,0.166043361592827,0.4795066689162089,-0.03694700654121093,-0.1287045092983934,-0.019242433196134983,-0.17046219702790366,0.02483010457051319,0.07423937858358445,0.021258907363420426,0.02860522941574086
51		−Chaudière-Appalaches,6,25260.0,537.0,525.0,511.0,0.5688044338875693,0.021258907363420426,0.020783847980997625,0.02022961203483769,3.0562147123803287,0.16710562523512196,-0.036418233074943254,1.0097988765680077,-0.2060697064663085,-0.04127078886381143,-0.1477793508784547,0.11565215945689795,0.1598041624191139,0.01730090231463319,0.22400877996740715
52		−Chaudière-Appalaches,7,25490.0,441.0,313.0,516.0,0.5744213417026285,0.01730090231463319,0.012279325225578659,0.020243232640251078,3.2444444444444445,0.16641557695958892,-0.6180635434222632,-0.21769160680478428,-0.15375807915407513,-0.02696113141524369,-0.14586717279788516,-0.23246830671885027,-0.14841561522587032,0.017665542611894545,0.020732644022218444
53		−Chaudière-Appalaches,8,26096.0,461.0,646.0,472.0,0.569435928877989,0.017665542611894545,0.02475475168608216,0.018087063151440833,2.9724973616162593,0.16713459542407305,-0.5644781345479856,1.5829346830746363,-0.2293359078507199,-0.04187154897699367,-0.44856884496020116,0.05973604934774722,0.09774159569914542,0.02036445917006748,0.26192002064391817
54		−Chaudière-Appalaches,9,24749.0,504.0,241.0,305.0,0.5836599458563982,0.02036445917006748,0.009737767182512425,0.012323730251727342,3.2270556344391377,0.16822475594344788,-0.16786111669930448,-0.5845244556928096,-0.15859066823777523,-0.06447840729303847,-1.2576752324798581,-0.4466259760805572,-0.3494947237685655,0.010147259002598689,-0.22711366061021374
55		−Chaudière-Appalaches,10,24243.0,246.0,446.0,536.0,0.5991007713566803,0.010147259002598689,0.018397063069752095,0.022109474899971126,3.1254883575558683,0.1664526670217818,-1.6693211929336669,0.6653050291566569,-0.18681760920598645,-0.027730274826719057,0.11613201400488914,-0.22048640676096523,-0.14554624950553266,,0.21146150104286662
56		−Côte-Nord,2,4846.0,127.0,19.0,126.0,0.0,0.026207181180354932,0.003920759389186958,0.0260008254230293,4.763038818766373,0.13534009443464246,0.6907511930520581,-1.4241155666064302,0.26828015081547957,0.6174568401207862,0.6624333675916042,0.16296119699469958,0.11770990920995736,0.013958125623130608,-0.33007049954945
57		−Côte-Nord,3,5015.0,70.0,110.0,103.0,0.0,0.013958125623130608,0.02193419740777667,0.02053838484546361,2.5160455389524765,0.1365721251958963,-1.1092984868305744,1.1758332343483886,-0.35619013736768107,0.5919079926201936,-0.10443116021914912,0.03956428851023551,0.17742244733219809,0.04840827042993108,0.20475003096684086
58		−Côte-Nord,4,6094.0,295.0,62.0,411.0,0.12422054479816212,0.04840827042993108,0.01017394158188382,0.06744338693797178,2.703433360367667,0.13135388661862824,3.953293632348583,-0.5215697268130403,-0.3041124885859053,0.700119561539667,6.480497640537421,2.061645723805345,2.1603375196971526,0.030518819938962362,1.129230002012782
59		−Côte-Nord,5,5898.0,180.0,67.0,153.0,0.2711088504577823,0.030518819938962362,0.011359782977280434,0.025940996948118005,3.2326056565222068,0.1298613447635779,1.3243644484530779,-0.35041267667623366,-0.15704824088795954,0.7310706752960514,0.6540341301974403,0.4404016672764753,0.525114994314944,0.02375662279952145,0.003629332619803529
60		−Côte-Nord,6,5851.0,139.0,37.0,163.0,0.33037087677320115,0.02375662279952145,0.006323705349512904,0.027858485728935223,3.7043897017966287,0.12712984392453386,0.3306314427296434,-1.0772891328150982,-0.025932976165344682,0.7877143083766536,0.9232277456892015,0.1876702775630111,0.26365107345655525,0.01602136181575434,-0.12459999750654525
61		−Côte-Nord,7,5992.0,96.0,124.0,104.0,0.3256008010680908,0.01602136181575434,0.02069425901201602,0.017356475300400534,2.778009287126522,0.127389711597186,-0.8060973436318901,0.996868156055792,-0.28338681446262276,0.7823253848629526,-0.5511350696095445,0.027714862642937453,0.14505816954457298,0.02494370344708124,0.025014351151756008
62		−Côte-Nord,8,5773.0,144.0,60.0,87.0,0.4129568681794561,0.02494370344708124,0.010393209769617183,0.015070154165944916,2.5321466591291566,0.12841292329614618,0.5050778830819048,-0.48992190582536593,-0.3517154149699194,0.7611068564952429,-0.872108552488035,-0.08951222674123452,0.10208136705593979,0.020211053478805224,-0.2102942855742564
63		−Côte-Nord,9,5591.0,113.0,66.0,113.0,0.5331783223037023,0.020211053478805224,0.011804686102664998,0.020211053478805224,3.186624787968173,0.12914531244443128,-0.19040472131916703,-0.28619809719446465,-0.16982695566864087,0.7459191686151267,-0.150384761062162,-0.01017907332586156,0.10257916217063255,0.023655093475772607,-0.13218480256626425
64		−Côte-Nord,10,5242.0,124.0,49.0,82.0,0.5650515070583747,0.023655093475772607,0.009347577260587561,0.01564288439526898,4.255500234052513,0.13340327842184857,0.3157112861625506,-0.640842068055662,0.12722820860113176,0.6576209484399791,-0.791703742470079,-0.06639707346441591,-0.07420266142241727,,-0.4261634553787636
65		−Estrie,2,13913.0,315.0,114.0,377.0,0.0,0.022640695752174225,0.008193775605548768,0.027096959677998994,3.336113427856547,0.14621690063003137,0.16664131998381035,-0.8073746992203517,-0.12828200986491625,0.391902518330408,0.8163181496626118,0.08784105577831247,0.18580010981012163,0.02214855046906962,0.02012683103107213
66		−Estrie,3,14177.0,314.0,196.0,343.0,0.0,0.02214855046906962,0.013825209846935176,0.024194117232136558,3.7804546347357917,0.1471949356292518,0.09431852291839019,0.005431867101894211,-0.004793486777514377,0.3716208274577753,0.40879208691734836,0.17507396352357874,0.1864845827355333,0.018521078092605392,0.0063023385009008765
67		−Estrie,4,14470.0,268.0,124.0,309.0,0.14485141672425708,0.018521078092605392,0.00856945404284727,0.021354526606772634,3.2825443543740325,0.1448218812254458,-0.4387536359540087,-0.7531515852544985,-0.14316959099649024,0.4208312911735898,0.010145860349887112,-0.18081953213630414,-0.0666067697059886,0.017589846175070704,-0.11916458412417803
68		−Estrie,5,14497.0,255.0,95.0,267.0,0.38539008070635306,0.017589846175070704,0.00655307994757536,0.018417603642132855,3.823921742996887,0.14506558759415233,-0.5756020408962305,-1.0441826147486115,0.007286619498790554,0.4157775075792012,-0.40216471960313693,-0.31977704963399745,-0.2543905905466161,0.028375873378012263,-0.30783996387787554
69		−Estrie,6,14026.0,398.0,226.0,205.0,0.5666619135890489,0.028375873378012263,0.01611293312419792,0.014615713674604307,2.5006251562890722,0.15131804387456246,1.0094495349707264,0.3356277678232029,-0.36047567346261244,0.2861191767679229,-0.9359068287093404,0.0669627954779799,0.2036897368111527,0.019288635136177765,-0.007449036605718828
70		−Estrie,7,12961.0,250.0,63.0,183.0,0.6179307152225908,0.019288635136177765,0.004860736054316797,0.014119280919682124,3.125976867771178,0.15459334041087588,-0.3259579347573366,-1.2884451187492383,-0.18668184550892714,0.2181987527353852,-1.0056003411214876,-0.5176972974803209,-0.3671561013634364,0.01659326832337213,-0.3228947952214866
71		−Estrie,8,12716.0,211.0,118.0,197.0,0.6383296634161686,0.01659326832337213,0.009279647687952187,0.015492293173954074,2.364166063115535,0.15379346761734808,-0.7220533027545482,-0.6506466045767,-0.3983995293124837,0.23478586132423032,-0.8128450371324668,-0.4698317224903937,-0.2502880540332606,0.015040617710930588,-0.0979379785081855
72		−Estrie,9,12433.0,187.0,135.0,160.0,0.6683825303627443,0.015040617710930588,0.010858199951741334,0.012868977720582321,2.779553603691247,0.15731814699992067,-0.9502217705060563,-0.42280808417611593,-0.2829576276827229,0.1616939395428418,-1.1811286894454587,-0.5350844464535024,-0.3728151140790289,0.00857843137254902,-0.1742239298080225
73		−Estrie,10,12240.0,105.0,150.0,216.0,0.6901143790849673,0.00857843137254902,0.012254901960784314,0.01764705882352941,2.6328261412100047,0.1594542602154277,-1.8998669407318634,-0.2212167105607652,-0.3237352043685038,0.11739696863649177,-0.5103404480315981,-0.5675524670112477,-0.38565416096861893,,0.00637484560686246
74		−Gaspésie–Îles-de-la-Madeleine,2,2585.0,61.0,29.0,62.0,0.0,0.023597678916827854,0.011218568665377175,0.023984526112185687,4.8792388387411565,0.15582749990887804,0.30727397783569327,-0.3707946815179325,0.3005737320257234,0.19260576123103712,0.3793678775457054,0.16180533342404532,0.049752155105711085,0.014584154513204573,-0.16437797110289679
75		−Gaspésie–Îles-de-la-Madeleine,3,2537.0,37.0,11.0,41.0,0.0,0.014584154513204573,0.0043358297201418995,0.016160819865983445,5.0012503125781445,0.15035742414520395,-1.0173009366594268,-1.3642068691015712,0.3344823960671871,0.3060397240004158,-0.7189914933305394,-0.49199543580478694,-0.5490149788374554,0.015719467956469165,-0.547320379793479
76		−Gaspésie–Îles-de-la-Madeleine,4,2481.0,39.0,20.0,37.0,0.12011285771866183,0.015719467956469165,0.008061265618702136,0.014913341394598953,4.654231186285223,0.15763094178067794,-0.8504619023708133,-0.826500375343971,0.23804101560201837,0.15520745689656779,-0.8941232820114651,-0.43556741744553273,-0.48149260180657244,0.018307567127746133,-0.4271673114953857
77		−Gaspésie–Îles-de-la-Madeleine,5,2458.0,45.0,7.0,31.0,0.4890154597233523,0.018307567127746133,0.0028478437754271765,0.012611879576891782,6.263322884012538,0.1609397535200385,-0.47012996061437545,-1.5789736042915008,0.6852296944556246,0.08659202196127345,-1.2172223446097825,-0.4989008386197522,-0.7108329907999655,0.01552013422818792,-0.7951358831348843
78		−Gaspésie–Îles-de-la-Madeleine,6,2384.0,37.0,11.0,25.0,0.6220637583892618,0.01552013422818792,0.004614093959731544,0.010486577181208054,4.167534903104814,0.16159827152957135,-0.8797548231275362,-1.324043921011202,0.10278143519040471,0.0729362134124461,-1.5155906279765163,-0.7087343447024808,-0.675702047388221,0.012449977767896843,-0.5322866132366972
79		−Gaspésie–Îles-de-la-Madeleine,7,2249.0,28.0,17.0,19.0,0.6545131169408626,0.012449977767896843,0.00755891507336594,0.008448199199644287,3.7043897017966287,0.1560504903145834,-1.3309270892437703,-0.8990065619285627,-0.025932976165344682,0.18798156835482707,-1.8017557122708243,-0.7739281542507349,-0.6928725002848141,0.02427637721755369,-0.4848809879543683
80		−Gaspésie–Îles-de-la-Madeleine,8,2142.0,52.0,19.0,21.0,0.6956115779645191,0.02427637721755369,0.008870214752567693,0.00980392156862745,8.33368057002375,0.15798309372484307,0.40701151704849325,-0.709741635093682,1.2606105255601678,0.14790481754578097,-1.6114277115228388,-0.10112849729241576,-0.6071917068986958,0.014335145823035097,-1.030460668530134
81		−Gaspésie–Îles-de-la-Madeleine,9,2023.0,29.0,4.0,25.0,0.7261492832427089,0.014335145823035097,0.001977261492832427,0.012357884330202669,3.996976098989338,0.15708307485608547,-1.0538937997527122,-1.7046280939801903,0.055380801412368744,0.16656867363500902,-1.2528803883271618,-0.7578905614025373,-0.6831402971058609,0.008525576730190571,-0.5338751290921854
82		−Gaspésie–Îles-de-la-Madeleine,10,1994.0,17.0,3.0,39.0,0.7407221664994985,0.008525576730190571,0.0015045135406218655,0.019558676028084254,3.1254883575558683,0.15331415562968928,-1.9076341503435077,-1.7728616244275848,-0.18681760920598645,0.24472544178197633,-0.24197113506432444,-0.7729118154518855,-0.5789431205189361,,-0.25663584294130426
83		−Lanaudière,2,15352.0,338.0,199.0,347.0,0.0,0.0220166753517457,0.012962480458572173,0.022602918186555496,2.34796900680911,0.16642000412363642,0.07493892572296407,-0.11908918415484329,-0.40290091367809683,-0.027052938326780986,0.18540583906433597,-0.0577396542744842,0.11748991376096274,0.01692658805629517,0.21512513151744364
84		−Lanaudière,3,15774.0,267.0,346.0,340.0,0.0,0.01692658805629517,0.02193482946621022,0.021554456700900216,2.8795205200091463,0.1648920892461866,-0.6730705811280782,1.1759244617734224,-0.25517544889178734,0.004631712272466146,0.03821377157952896,0.05810478312111041,0.12659788074204428,0.021512751761551412,0.29666877276228104
85		−Lanaudière,4,16037.0,345.0,303.0,357.0,0.02899544802643886,0.021512751761551412,0.018893808068840806,0.022261021388040158,2.6332420476090164,0.16069213416990397,0.0008852574236518452,0.7370021456886686,-0.3236196182689897,0.09172694976806359,0.13740741725444303,0.12868043037316748,0.23799529097274522,0.025505716798592787,0.26792637771019684
86		−Lanaudière,5,15918.0,406.0,301.0,368.0,0.32428697072496543,0.025505716798592787,0.018909410729991204,0.023118482221384597,3.545486869507797,0.15888811480342696,0.587668083506089,0.739254137790777,-0.07009425531289332,0.12913722971540056,0.25778516557805686,0.328750072255486,0.3214836958858558,0.019387641077215332,0.16187646917456755
87		−Lanaudière,6,17898.0,347.0,386.0,688.0,0.47441054866465526,0.019387641077215332,0.021566655492233768,0.03844004916750475,2.8577552478509056,0.1561703479190984,-0.31140859977893154,1.1227844958660267,-0.26122431690538783,0.18549605926216164,2.408758898768471,0.628881307442468,0.6962050412211948,0.021396763332247205,0.6937222841493571
88		−Lanaudière,7,18414.0,394.0,367.0,450.0,0.4649179971760617,0.021396763332247205,0.019930487672423156,0.024437927663734114,3.2263268269075653,0.15671831294722316,-0.016159724866104355,0.8866301006368971,-0.15879321385878784,0.17413280813280682,0.4430202984369908,0.2657660536963605,0.30009496713604233,0.020280136282515817,0.2508302705578415
89		−Lanaudière,8,18491.0,375.0,432.0,361.0,0.4631983126926613,0.020280136282515817,0.023362716997458222,0.019523011194635228,2.435863397197481,0.1553597700689095,-0.18025271587485292,1.3820169617690024,-0.37847385562296315,0.20230516057125436,-0.246978072032145,0.1557234957620591,0.2679868316471033,0.02262318600673178,0.29426903337883564
90		−Lanaudière,9,18123.0,410.0,344.0,340.0,0.4742592286045357,0.02262318600673178,0.018981404844672516,0.01876069083485074,3.4111623938253883,0.1556797920814642,0.16406819003666823,0.7496453253002525,-0.10742487164940187,0.19566880549577545,-0.3539991799866368,0.1295916538393315,0.14806341673324372,0.011318495946019481,0.05557185262610799
91		−Lanaudière,10,18377.0,208.0,478.0,453.0,0.509386733416771,0.011318495946019481,0.026010774337487077,0.024650378190128965,2.5213867627194957,0.1556754211378549,-1.497203050826958,1.7642212638551762,-0.3547057379371152,0.19575944655379107,0.47284593595075175,0.11618357151912914,0.219192364073398,,0.4715688521604399
92		−Laurentides,2,32513.0,836.0,597.0,735.0,0.0,0.02571279180635438,0.01836188601482484,0.022606342078553193,2.19115980355119,0.15334748723251784,0.6180986174922878,0.6602277895045231,-0.4464803445682308,0.24403423823057263,0.18588651455779076,0.2523533630433887,0.4132358547877792,0.015062332095746929,0.29509379144741926
93		−Laurentides,3,33129.0,499.0,781.0,712.0,0.0,0.015062332095746929,0.023574511757070843,0.021491744393129886,2.5006251562890722,0.1507722829639434,-0.9470307513082986,1.4125861141282066,-0.36047567346261244,0.2974367207089529,0.02940967685239725,0.08638521738372913,0.20341662356450754,0.02514442079659471,0.32251344032640034
94		−Laurentides,4,32890.0,827.0,718.0,685.0,0.05782912739434479,0.02514442079659471,0.021830343569474005,0.020826999087868652,2.0374176060496842,0.1495307367075279,0.5345741327356605,1.1608436103748354,-0.4892074124425189,0.32318289277515194,-0.06391300325641734,0.2930960440373423,0.4551273463670629,0.025872702602689035,0.3258516064700287
95		−Laurentides,5,32428.0,839.0,750.0,762.0,0.3100407055630936,0.025872702602689035,0.023128160848649316,0.023498211422227706,2.0849623516766913,0.14928041204697848,0.6415981743689159,1.3481625705515705,-0.4759940747480906,0.3283739210994009,0.31109482637262376,0.4306470835288841,0.576438679986292,0.02512717743178665,0.41446338624258644
96		−Laurentides,6,32435.0,815.0,731.0,900.0,0.5043934021889934,0.02512717743178665,0.022537382457222137,0.027747803298905502,2.0002400288034563,0.15003042543593045,0.5320401485310949,1.2628932527880221,-0.4995395716819211,0.3128207561132965,0.9076891914044584,0.5031807554309902,0.6622292114086548,0.021700209902457093,0.5264779161996032
97		−Laurentides,7,32396.0,703.0,737.0,692.0,0.5153414001728609,0.021700209902457093,0.022749722187924436,0.02136066181010001,2.1279312252627998,0.15149335834403316,0.028433011203709647,1.293541062920923,-0.4640524347297255,0.2824836485116351,0.011007173115831806,0.23028249220447483,0.3818207932952689,0.019691421024194033,0.35452739276046363
98		−Laurentides,8,33314.0,656.0,707.0,785.0,0.49717836345080146,0.019691421024194033,0.02122230893918473,0.023563666926817554,2.016535591853196,0.15020728349394663,-0.2667668726058299,1.073083633277283,-0.4950108109396457,0.3091532181786854,0.32028403473235617,0.1881486405285698,0.3669217934262387,0.018691588785046728,0.3895827995756116
99		−Laurentides,9,32635.0,610.0,610.0,503.0,0.5275930749195649,0.018691588785046728,0.018691588785046728,0.015412900260456565,2.102962613762656,0.14998659238222678,-0.41369638024056143,0.7078150585880398,-0.4709915547347126,0.31372973017448047,-0.823990899180072,-0.13742680907856514,0.05238719594146228,0.01150100479208533,0.11400589443854786
100		−Laurentides,10,32345.0,372.0,1020.0,678.0,0.5511516463131859,0.01150100479208533,0.031535013139588806,0.02096150873396197,2.273502359718159,0.15044156030014622,-1.4703826165165903,2.561555900080102,-0.42359621748103987,0.30429497714870685,-0.04502937884483367,0.18536853287726895,0.2879371483381027,,0.502240851871326
101		−Laval,2,22504.0,729.0,500.0,719.0,0.0,0.032394241023817986,0.022218272307145397,0.03194987557767508,2.500093753906426,0.13107651938288234,1.5999653801060065,1.216834857316357,-0.36062335748197005,0.705871376697692,1.4976123453733645,0.9319321204022899,1.0287069584961472,0.0204278873610684,0.48586998446193086
102		−Laval,3,22763.0,465.0,432.0,544.0,0.0,0.0204278873610684,0.018978166322540967,0.02389843166542196,2.3742481707083476,0.1326576035140625,-0.158540080120333,0.7491778969434837,-0.3955975731648895,0.673084145547701,0.36728119645012497,0.24708111713121744,0.40742994233448154,0.027031778822908883,0.23367156910277384
103		−Laval,4,22751.0,615.0,644.0,555.0,0.09546833106237089,0.027031778822908883,0.02830644806821678,0.024394532108478747,2.5442313509148775,0.13063872747979755,0.8119292476030299,2.0955646841081332,-0.34835691317562,0.7149499475586375,0.43692805605605434,0.742203004430047,0.8106823436644077,0.025277084154729047,0.40863578031539516
104		−Laval,5,22827.0,577.0,648.0,663.0,0.31112279318351077,0.025277084154729047,0.028387435931134183,0.02904455250361414,2.3941316956670082,0.12882481554981828,0.5540695651978821,2.1072539738964955,-0.39007166853821423,0.7525653714068069,1.0897380306434608,0.8227110545212861,0.9118287268840394,0.026588613817141837,0.5432752074850686
105		−Laval,6,22378.0,595.0,696.0,492.0,0.47957815711859864,0.026588613817141837,0.031101975154169275,0.021985878988292074,2.6147362616993353,0.12982566882563873,0.7468043060890148,2.499053861890751,-0.3287626302948341,0.7318104937539291,0.09878055377329155,0.7495373170424305,0.7946107380850487,0.01906052393857272,0.391468077531721
106		−Laval,7,22140.0,422.0,428.0,470.0,0.5138211382113821,0.01906052393857272,0.019331526648599818,0.02122854561878952,2.5013240261064933,0.1302022375707265,-0.3594798243682001,0.8001797520637335,-0.36028144794346734,0.7240015187313042,-0.007540437467169639,0.15937591220324016,0.3080912395691617,0.018161229911589215,0.14512551047802225
107		−Laval,8,22961.0,417.0,680.0,480.0,0.4983232437611602,0.018161229911589215,0.029615434867819347,0.02090501284787248,2.2117370990132676,0.13043833987748937,-0.491634823407068,2.284495784133581,-0.44076163159179593,0.7191054219618664,-0.05296075867296434,0.40364879848472385,0.524505104639785,0.02881612989561959,0.38882151451812147
108		−Laval,9,22418.0,646.0,536.0,502.0,0.512623784458917,0.02881612989561959,0.02390935855116424,0.022392720135605317,2.5002343994168097,0.1312236975107051,1.0741470620480627,1.460915839964455,-0.36058427016328953,0.7028193169103703,0.15589642348356542,0.6066388744486328,0.7043007067752844,0.03147311671280781,0.2741426308883721
109		−Laval,10,20589.0,648.0,598.0,497.0,0.5264947301957356,0.03147311671280781,0.0290446354849677,0.02413910340473068,2.3050638127043332,0.13220089072524793,1.4646023299981903,2.2021101135303702,-0.41482485629415283,0.6825550822807407,0.4010687712716027,0.8671022881573502,0.9487270097326551,,0.4553755206914071
110		−Mauricie,2,17070.0,445.0,82.0,438.0,0.0,0.02606912712360867,0.004803749267721149,0.025659050966608084,3.4511930869370486,0.13796391842880998,0.6704635749992488,-1.2966702408678878,-0.09629979233199484,0.5630461214897353,0.6144521212202187,0.09099835690186404,0.1950616032436828,0.02257388875959972,-0.1356690016444705
111		−Mauricie,3,17188.0,388.0,178.0,442.0,0.0,0.02257388875959972,0.010356062369094718,0.02571561554572958,2.5005938914400274,0.13670228280416935,0.1568237544551168,-0.49528353303652356,-0.3604843623934911,0.5892088904635022,0.622393144768735,0.10253157885146788,0.2935695711150607,0.028742726150590724,0.10190541156330218
112		−Mauricie,4,17013.0,489.0,136.0,445.0,0.12555104919767238,0.028742726150590724,0.007993887027567155,0.02615646858284841,2.601482868918962,0.14114436468413324,1.0633600762984983,-0.8362253865856137,-0.3324459301441553,0.49709262510268887,0.6842838969597143,0.2152130563262265,0.3922757192454489,0.023965014577259476,0.06893343484739625
113		−Mauricie,5,17150.0,411.0,191.0,416.0,0.33527696793002915,0.023965014577259476,0.011137026239067056,0.024256559766763847,2.7789099262662567,0.14120904437134496,0.36125548154268217,-0.38256401357398717,-0.2831365144781094,0.4957513505850977,0.41755830856357135,0.12177292252785095,0.26925662357999586,0.027452153110047846,0.06142913186559429
114		−Mauricie,6,16720.0,459.0,147.0,394.0,0.5000598086124401,0.027452153110047846,0.008791866028708134,0.023564593301435406,3.031221582297666,0.14371719371004077,0.8737049981872529,-0.7210500077899316,-0.2130156405220669,0.44373939846643723,0.3204140871922059,0.14075856710677953,0.26377366898356003,0.023544520547945206,-0.028414867814024747
115		−Mauricie,7,16352.0,385.0,186.0,387.0,0.5108243639921722,0.023544520547945206,0.011374755381604696,0.02366682974559687,2.5787351998252825,0.14427049030379466,0.29946213434757574,-0.34825165196623087,-0.3387678197563938,0.4322655856843366,0.3347669211248855,0.07589503388683463,0.24480338143055644,0.02191028379615502,0.09002103915132208
116		−Mauricie,8,16385.0,359.0,109.0,345.0,0.5107110161733293,0.02191028379615502,0.006652425999389686,0.02105584375953616,3.3338889814969157,0.14555150525348015,0.05930424395598716,-1.0298436169388823,-0.1289002140543663,0.405700944098451,-0.03178581421182395,-0.14510489143012686,-0.032845189334726854,0.02470610423084177,-0.17041644389554364
117		−Mauricie,9,15907.0,393.0,194.0,236.0,0.5422141195700007,0.02470610423084177,0.012195888602502043,0.014836235619538568,2.7785495971103082,0.1477217058027128,0.4701616896550589,-0.2297343355664951,-0.2832366548985892,0.3606970979106986,-0.9049480558361929,-0.11741205174710394,0.02111978774264332,0.01730952705465449,-0.13415011495036555
118		−Mauricie,10,14674.0,254.0,226.0,246.0,0.5794602698650675,0.01730952705465449,0.015401390213983917,0.016764345100177182,2.632029166985682,0.14915446386256126,-0.6167961019904007,0.23292804252203392,-0.3239566944494971,0.330985731662781,-0.6342634148883369,-0.20222048742868398,-0.051753442966968884,,0.007252086272926126
119		−Montréal,2,26491.0,887.0,538.0,874.0,0.0,0.033483069721792304,0.020308784115359933,0.03299233702012004,2.630657632013027,0.16830660597700406,1.7599732876609482,0.9412310814271233,-0.3243378628523229,-0.06617574642693887,1.6439620750353636,0.7909305669688347,0.8560918606921748,0.024935064935064935,0.6058014226845092
120		−Montréal,3,26950.0,672.0,280.0,793.0,0.0,0.024935064935064935,0.01038961038961039,0.02942486085343228,2.9555940652785813,0.1670139993636809,0.5038084177980738,-0.4904414181873695,-0.2340335660191099,-0.039370726389580314,1.1431289973669365,0.1766183409137901,0.2861283297938466,0.02619090744430357,0.2600266168293265
121		−Montréal,4,27605.0,723.0,537.0,788.0,0.06248867958703133,0.02619090744430357,0.019452997645354103,0.02854555334178591,2.750764101139205,0.16661090156177835,0.6883596998277113,0.8177121282839847,-0.2909586257795274,-0.03101161345789425,1.0196842238917723,0.44075716255320935,0.5158614027767305,0.029906339276027916,0.4502686664771414
122		−Montréal,5,27653.0,827.0,493.0,751.0,0.2869851372364662,0.029906339276027916,0.017828083752214948,0.027157993707735147,2.6638509132673858,0.16992560536815465,1.2343578666314112,0.5831820555814763,-0.31511299418143357,-0.09974923326582523,0.8248866332423198,0.4455128656015897,0.5312540250759071,0.026880554953392585,0.4056695778666866
123		−Montréal,6,27678.0,744.0,557.0,865.0,0.5292651203121613,0.026880554953392585,0.020124286436881276,0.031252258111135196,2.514754939697203,0.17066381542713338,0.7897062707668379,0.9146018217908172,-0.35654881262323695,-0.11505763043689649,1.399674787705863,0.5264752874406768,0.6201698627115446,0.02382442960489705,0.5818634144795144
124		−Montréal,7,28752.0,685.0,563.0,880.0,0.5337367835281024,0.02382442960489705,0.01958124652198108,0.03060656649972176,2.2201403111246676,0.16957772266278737,0.3405959349094691,0.8362227819785211,-0.43842626355308745,-0.09253512590175497,1.309027029498378,0.39097687138630516,0.5308378633683493,0.025570335653732165,0.5887351045834492
125		−Montréal,8,29018.0,742.0,556.0,646.0,0.5395271900199876,0.025570335653732165,0.01916052105589634,0.022262044248397547,2.7232563640845706,0.16968467550756214,0.5971640931343103,0.7754978570669456,-0.2986034036433922,-0.09475302662862019,0.13755101521470411,0.2233713070287895,0.3053018072248052,0.02818159088473765,0.2976803018722812
126		−Montréal,9,27997.0,789.0,532.0,679.0,0.5586670000357181,0.02818159088473765,0.01900203593242133,0.024252598492695645,2.5866636158657874,0.16883800586254089,0.9808989142153568,0.7526230895560025,-0.33656440406568905,-0.07719548316110596,0.41700219073955014,0.3473528614568229,0.44059946527861393,0.01771979009417008,0.3606589702180416
127		−Montréal,10,27822.0,493.0,513.0,779.0,0.5677161958162605,0.01771979009417008,0.018438645676083675,0.02799942491553447,2.564760194921775,0.16711446031073868,-0.556506241315211,0.6713068066830123,-0.34265166552391535,-0.04145400344471853,0.9430140044588353,0.13474178017160057,0.25680679563556336,,0.44192678636359556
128		−Montérégie,2,63548.0,1949.0,1030.0,1930.0,0.0,0.030669729967898282,0.016208220557688675,0.030370743375086547,2.8203740942018003,0.15879639007901378,1.3465413051101587,0.34938096963813053,-0.2716130528226618,0.13103934212181595,1.2759201450293791,0.5662537418153645,0.6480955022903473,0.023173891065335524,0.38970876182776054
129		−Montérégie,3,63304.0,1467.0,739.0,1566.0,0.0,0.023173891065335524,0.011673827878175155,0.024737773284468596,2.8987607797666497,0.15731910696866136,0.24499658976661845,-0.3050853681033458,-0.2498283164978346,0.16167403249528045,0.485115213172547,0.0673744301666531,0.18787776937187525,0.02623415479096134,0.13386111532368328
130		−Montérégie,4,63505.0,1666.0,1322.0,1646.0,0.08363121014093379,0.02623415479096134,0.02081725848358397,0.025919218959137076,2.7575930263312167,0.15642896053835054,0.6947150773622006,1.014621142925436,-0.28906077369383276,0.18013316202063695,0.6509767482452927,0.4502770713719467,0.5238611931030915,0.026342578816306715,0.36864914574617996
131		−Montérégie,5,63851.0,1682.0,1301.0,1670.0,0.30405162017822746,0.026342578816306715,0.02037556185494354,0.026154641274216534,2.8577144000228616,0.15380986317934225,0.7106484390163096,0.9508693694530792,-0.26123566907772383,0.23444586355286834,0.6840273636114333,0.46375107331119325,0.5296202102154858,0.024807230438629757,0.34175731885989075
132		−Montérégie,6,63288.0,1570.0,1276.0,1566.0,0.5253760586525091,0.024807230438629757,0.020161800025281253,0.024744027303754267,2.85832723195197,0.1542639857146179,0.4850226066544232,0.9200163023069396,-0.2610653546692135,0.22502864138178177,0.4859932063476348,0.3709990804043132,0.4417442252067527,0.024874992088106843,0.3025883029220347
133		−Montérégie,7,63196.0,1572.0,1079.0,1577.0,0.5400816507373885,0.024874992088106843,0.017073865434521173,0.02495411101968479,2.8169807600214094,0.15450523689929774,0.49498046298707815,0.47432282456058905,-0.2725561069886742,0.22002577138813864,0.5154865705920813,0.2864519045078426,0.38102528494048327,0.02364658533911709,0.2506515514837738
134		−Montérégie,8,63857.0,1510.0,1045.0,1515.0,0.5290727719748813,0.02364658533911709,0.016364689853892292,0.02372488529057112,2.564760194921775,0.15441071111150467,0.3144609800804519,0.37196478504477365,-0.34265166552391535,0.22198596995878198,0.34291725932102485,0.1817354657762234,0.3140075838537346,0.02381791389031266,0.23734400475789486
135		−Montérégie,9,62432.0,1487.0,1142.0,1335.0,0.5457617888262429,0.02381791389031266,0.018291901588928756,0.021383264992311635,2.7536077599632893,0.15404383019300347,0.3396384235407725,0.6501266681080269,-0.29016833394317737,0.22959404674748599,0.014180402811899622,0.18867424145300155,0.28720107064008377,0.025510033164718098,0.19001850996004663
136		−Montérégie,10,59702.0,1523.0,1511.0,1705.0,0.5508860674684265,0.025510033164718098,0.025309034873203577,0.028558507252688353,2.7028488026379804,0.1557227430135043,0.5883023914676967,1.662936507615767,-0.3042749452061348,0.19477812415305962,1.021502805645925,0.6326489767352627,0.6857195021489331,,0.5342340708762194
137		−Outaouais,2,12099.0,315.0,104.0,298.0,0.0,0.026035209521448055,0.00859575171501777,0.02463013472187784,2.9719386459556505,0.15064028652692973,0.6654792422377249,-0.7493559410716927,-0.22949118260508933,0.3001739549939571,0.47000398325557585,0.09136201136209518,0.22067105974541776,0.01691713886835838,0.030836638895855518
138		−Outaouais,3,12177.0,206.0,112.0,251.0,0.0,0.01691713886835838,0.0091976677342531,0.02061263036872793,1.9617074701820465,0.14989731382020208,-0.6744591786114765,-0.6624790866438272,-0.5102482988520972,0.31558111606351463,-0.09400793321435681,-0.32512267625164865,-0.0572173798527951,0.020268087855297157,0.070677474420587
139		−Outaouais,4,12384.0,251.0,256.0,276.0,0.12330426356589147,0.020268087855297157,0.020671834625323,0.022286821705426358,2.644692938675803,0.1471809079421469,-0.1820232823856112,0.9936315580651974,-0.3204372583978367,0.37191172217396273,0.14102948836511003,0.20082244556416445,0.3095333184567864,0.022765263074106503,0.2494668669918979
140		−Outaouais,5,12563.0,286.0,209.0,260.0,0.31736050306455466,0.022765263074106503,0.016636153784923984,0.020695693703733184,2.2728305832083278,0.1405200705789101,0.18494700624023266,0.41114621844243815,-0.4237829133979603,0.5100387262809033,-0.08234678573408942,0.12000045036630488,0.29784777075799357,0.021777849740932644,0.14751173292611647
141		−Outaouais,6,12352.0,269.0,223.0,288.0,0.529630829015544,0.021777849740932644,0.01805375647668394,0.023316062176165803,2.500125006250313,0.14251328527049767,0.03984250851075939,0.6157542679923361,-0.3606146720264465,0.46870506823206887,0.2855231439737288,0.2098420633364894,0.3515711001084659,0.024693417869358473,0.2224109251738672
142		−Outaouais,7,11987.0,296.0,140.0,239.0,0.5462584466505381,0.024693417869358473,0.011679319262534413,0.019938266455326602,2.395127242544655,0.14132094040164725,0.4682973760498019,-0.3042927754752367,-0.38979499239006155,0.49343094211477234,-0.18868095650490657,0.01579191875887388,0.20557752261909681,0.020176113533384627,0.012398237974135518
143		−Outaouais,8,11697.0,236.0,144.0,159.0,0.5568949303240147,0.020176113533384627,0.01231084893562452,0.013593229033085406,2.2184687906443457,0.14100437809233926,-0.19553929167650114,-0.2131416684725902,-0.43889080204789643,0.49999555269049717,-1.0794520427355536,-0.2854056504484089,-0.06593432517635237,0.020415440848711778,-0.11648820189321654
144		−Outaouais,9,11217.0,229.0,177.0,180.0,0.5898190246946599,0.020415440848711778,0.015779620219309978,0.016047071409467772,2.00160128102482,0.14175680067574387,-0.16036914689846335,0.28751943411634195,-0.4991612609968819,0.48439242779786673,-0.7349604828612166,-0.12451580576847063,0.0971046688203781,0.03221125943122461,0.0505750511383051
145		−Outaouais,10,10338.0,333.0,213.0,270.0,0.6008899206809828,0.03221125943122461,0.02060359837492745,0.0261172373766686,2.564431337350942,0.14594426975203978,1.5730754737264196,0.983782757563346,-0.34274305955872353,0.39755611477037933,0.6787762818240759,0.6580895136650995,0.7498985088087174,,0.35285299447300467
146		−Saguenay–Lac-Saint-Jean,2,10342.0,267.0,110.0,291.0,0.0,0.025817056662154322,0.01063624057242313,0.02813769096886482,2.8065009661103013,0.15392008069232957,0.6334207718762639,-0.4548443351973533,-0.2754685856251532,0.23216026280346683,0.9624249857214798,0.2195386199157408,0.35268513993936146,0.019521531100478468,0.1989636931821384
147		−Saguenay–Lac-Saint-Jean,3,10450.0,204.0,72.0,206.0,0.0,0.019521531100478468,0.006889952153110048,0.01971291866028708,2.6091251322257483,0.15303676894710916,-0.29173290377213684,-0.9955605534879546,-0.3303220402276017,0.2504776602125636,-0.2203172238440726,-0.3174910122238404,-0.11973311677569982,0.036881559220389805,-0.0737629467398107
148		−Saguenay–Lac-Saint-Jean,4,10005.0,369.0,61.0,254.0,0.06946526736631684,0.036881559220389805,0.006096951524237881,0.025387306346826587,2.826148394530316,0.15727814952381008,2.259395459881151,-1.1100173846639294,-0.2700082954686465,0.16252337452912238,0.5763022674003498,0.32363908433560945,0.4573101573862617,0.02257836911601653,0.044858861553306796
149		−Saguenay–Lac-Saint-Jean,5,9921.0,224.0,111.0,443.0,0.3090414272754763,0.02257836911601653,0.011188388267311764,0.04465275677855055,3.047560412498076,0.16126767289992902,0.1574821614723895,-0.3751507344647119,-0.2084748552444755,0.07979189773321807,3.280952384613968,0.5869201708220776,0.6836390189711854,0.04521249874409726,0.6351673065251734
150		−Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.16785789299325038,3.483661686180262,-0.612367369291904,-0.14917361123422102,-0.0568707031163387,-0.02570385308140681,0.5279092298912783,0.5644737524937501,0.020534099372273646,-0.010045519370409728
151		−Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15903139523585264,-0.14293178314784233,-0.5004529268761616,-0.2453712954443024,0.1261659971512582,-0.060223144260003324,-0.16456263051541029,-0.031360369414506525,0.023785817015156543,0.010134572891969942
152		−Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177582928640677,0.33492165418822234,0.6606575226070196,-0.16331764592712766,0.06925416569529427,-0.9531690213922056,-0.010330664965759406,0.03091439366401253,0.026567233745047776,-0.01632504601578273
153		−Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.1630961325235527,0.7436624155368012,-0.9977396780202146,-0.21392477185936024,0.04187479569802972,-0.6158046440919338,-0.20838637654733555,-0.08158651931825445,0.014311043566362716,-0.1621738064261221
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	74	+Gaspésie–Îles-de-la-Madeleine,2,2585.0,61.0,29.0,62.0,0.0,0.023597678916827854,0.011218568665377175,0.023984526112185687,4.8792388387411565,0.15582819064891457,0.30788047232750815,-0.37079790200463253,0.3005737320257234,0.19271622514706016,0.38022778413531283,0.16212006232619441,0.0503938352189663,0.014584154513204573,-0.16348640280387675
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	77	+Gaspésie–Îles-de-la-Madeleine,5,2458.0,45.0,7.0,31.0,0.4890154597233523,0.018307567127746133,0.0028478437754271765,0.012611879576891782,6.263322884012538,0.16088344897578688,-0.46761978595368847,-1.5789810182099797,0.6852296944556246,0.08815908732949662,-1.214542216327564,-0.4975508477412222,-0.7095896872181084,0.01552013422818792,-0.7957592468962233
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	123	+Montréal,6,27678.0,744.0,557.0,865.0,0.5292651203121613,0.026880554953392585,0.020124286436881276,0.031252258111135196,2.514754939697203,0.17064605497544072,0.7891314015641138,0.9146030627480671,-0.35654881262323695,-0.11375940525046947,1.3993714748636947,0.5265595442604338,0.6207968454801011,0.02382442960489705,0.5825061671089834
	124	+Montréal,7,28752.0,685.0,563.0,880.0,0.5337367835281024,0.02382442960489705,0.01958124652198108,0.03060656649972176,2.2201403111246676,0.16957678533876536,0.34112083173277225,0.8362237508923259,-0.43842626355308745,-0.09164386425591609,1.3088270612800124,0.3912203032192214,0.5313810395589281,0.025570335653732165,0.5903073796919829
	125	+Montréal,8,29018.0,742.0,556.0,646.0,0.5395271900199876,0.025570335653732165,0.01916052105589634,0.022262044248397547,2.7232563640845706,0.16975108110471124,0.5970607146291523,0.7754986152124405,-0.2986034036433922,-0.09524879702941025,0.13868660951199388,0.22347874773615684,0.30547039334741943,0.02818159088473765,0.2971233987638169
	126	+Montréal,9,27997.0,789.0,532.0,679.0,0.5586670000357181,0.02818159088473765,0.01900203593242133,0.024252598492695645,2.5866636158657874,0.16882536610177523,0.9798558590082076,0.7526237683061567,-0.33656440406568905,-0.07610237465426524,0.41781919164659026,0.34752640804820006,0.4411132543106817,0.01771979009417008,0.36062480192229673
	127	+Montréal,10,27822.0,493.0,513.0,779.0,0.5677161958162605,0.01771979009417008,0.018438645676083675,0.02799942491553447,2.564760194921775,0.16711894027801028,-0.5537845513733447,0.6713072031949332,-0.34265166552391535,-0.040808629311437285,0.9432313160400765,0.13545873460526248,0.2573833915378535,,0.44320729916649937
	128	+Montérégie,2,63548.0,1949.0,1030.0,1930.0,0.0,0.030669729967898282,0.016208220557688675,0.030370743375086547,2.8203740942018003,0.15873984875192473,1.344602877325102,0.34938024878737434,-0.2716130528226618,0.13249484418700677,1.2757579209162004,0.5661245676786043,0.6487586403782859,0.023173891065335524,0.3928078249651156
	129	+Montérégie,3,63304.0,1467.0,739.0,1566.0,0.0,0.023173891065335524,0.011673827878175155,0.024737773284468596,2.8987607797666497,0.15729614601948871,0.24575558699577807,-0.30508836052157196,-0.2498283164978346,0.16235472785714522,0.4858545605907574,0.06780963968485483,0.18848702946609217,0.02623415479096134,0.1383257851509986
	130	+Montérégie,4,63505.0,1666.0,1322.0,1646.0,0.08363121014093379,0.02623415479096134,0.02081725848358397,0.025919218959137076,2.7575930263312167,0.15622565393995386,0.6943728193441618,1.0146227310367306,-0.28906077369383276,0.18449555245112512,0.6515270022067602,0.451191466268989,0.5250997421340071,0.026342578816306715,0.3683998352214604
	131	+Montérégie,5,63851.0,1682.0,1301.0,1670.0,0.30405162017822746,0.026342578816306715,0.02037556185494354,0.026154641274216534,2.8577144000228616,0.15380846566634046,0.710267163927345,0.9508707362902663,-0.26123566907772383,0.23448988926112174,0.6845399376183272,0.46378641160386724,0.5298624346371225,0.024807230438629757,0.3426758590689552
	132	+Montérégie,6,63288.0,1570.0,1276.0,1566.0,0.5253760586525091,0.024807230438629757,0.020161800025281253,0.024744027303754267,2.85832723195197,0.15425296337759214,0.4851938363849081,0.9200175620571467,-0.2610653546692135,0.22529641081752094,0.4867315527937729,0.3712348014768271,0.4420491810688433,0.024874992088106843,0.3032528555526767
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	134	+Montérégie,8,63857.0,1510.0,1045.0,1515.0,0.5290727719748813,0.02364658533911709,0.016364689853892292,0.02372488529057112,2.564760194921775,0.15437068292595002,0.31504987528704287,0.3719641425795011,-0.34265166552391535,0.22286163533314113,0.34381872210024245,0.18220854195520247,0.31450911459679703,0.02381791389031266,0.24018433854399573
	135	+Montérégie,9,62432.0,1487.0,1142.0,1335.0,0.5457617888262429,0.02381791389031266,0.018291901588928756,0.021383264992311635,2.7536077599632893,0.15405796072948297,0.3401656650851581,0.6501269911064436,-0.29016833394317737,0.22932962088015205,0.01545664801748766,0.18898211822921282,0.2873879375600956,0.025510033164718098,0.19131788145207568
	136	+Montérégie,10,59702.0,1523.0,1511.0,1705.0,0.5508860674684265,0.025510033164718098,0.025309034873203577,0.028558507252688353,2.7028488026379804,0.15573655584812457,0.588220713194414,1.6629403459453047,-0.3042749452061348,0.19461149377144568,1.0216306346432413,0.6326256484696542,0.6858420542880308,,0.5332591051153698
	137	+Outaouais,2,12099.0,315.0,104.0,298.0,0.0,0.026035209521448055,0.00859575171501777,0.02463013472187784,2.9719386459556505,0.1506501779207215,0.6652085759325578,-0.7493604754952494,-0.22949118260508933,0.2998122735457864,0.47076055850602216,0.09138594997680552,0.22104183209923578,0.01691713886835838,0.03760919852172213
	138	+Outaouais,3,12177.0,206.0,112.0,251.0,0.0,0.01691713886835838,0.0091976677342531,0.02061263036872793,1.9617074701820465,0.14989080300580865,-0.6714486495520227,-0.6624833195291304,-0.5102482988520972,0.3155183092218834,-0.09260834593051363,-0.3242540609283761,-0.056811769276852137,0.020268087855297157,0.07840574013734848
	139	+Outaouais,4,12384.0,251.0,256.0,276.0,0.12330426356589147,0.020268087855297157,0.020671834625323,0.022286821705426358,2.644692938675803,0.14718848831900003,-0.18021861350221316,0.9936330733243751,-0.3204372583978367,0.3714098721976347,0.14216111696588127,0.20130963811756825,0.309629584244445,0.022765263074106503,0.2507381600717536
	140	+Outaouais,5,12563.0,286.0,209.0,260.0,0.31736050306455466,0.022765263074106503,0.016636153784923984,0.020695693703733184,2.2728305832083278,0.14054052887852814,0.1858530508351879,0.4111457119708209,-0.4237829133979603,0.5089086045033772,-0.0809604929533127,0.1202327921916226,0.2977713323026998,0.021777849740932644,0.15209395429647293
	141	+Outaouais,6,12352.0,269.0,223.0,288.0,0.529630829015544,0.021777849740932644,0.01805375647668394,0.023316062176165803,2.500125006250313,0.1425174102529956,0.04110388003561479,0.6157544716886262,-0.3606146720264465,0.4680210682086587,0.28649003995699196,0.21015095757268903,0.35163695557071906,0.024693417869358473,0.22602710298147083
	142	+Outaouais,7,11987.0,296.0,140.0,239.0,0.5462584466505381,0.024693417869358473,0.011679319262534413,0.019938266455326602,2.395127242544655,0.14133589581636255,0.468509561952808,-0.304295765142477,-0.38979499239006155,0.49245815130049647,-0.18717343552066412,0.01594070404002036,0.20562113276532967,0.020176113533384627,0.01898193503503135
	143	+Outaouais,8,11697.0,236.0,144.0,159.0,0.5568949303240147,0.020176113533384627,0.01231084893562452,0.013593229033085406,2.2184687906443457,0.14101590213951556,-0.19370152525194495,-0.21314434176620276,-0.43889080204789643,0.499076531768412,-1.0769289819892558,-0.2847178238573776,-0.065917332957007,0.020415440848711778,-0.11106150163812455
	144	+Outaouais,9,11217.0,229.0,177.0,180.0,0.5898190246946599,0.020415440848711778,0.015779620219309978,0.016047071409467772,2.00160128102482,0.14183739496202602,-0.15861750392124113,0.2875184985522481,-0.4991612609968819,0.48208572087299595,-0.7328301659771216,-0.12420094229400011,0.09673498176072241,0.03221125943122461,0.05532852217931897
	145	+Outaouais,10,10338.0,333.0,213.0,270.0,0.6008899206809828,0.03221125943122461,0.02060359837492745,0.0261172373766686,2.564431337350942,0.14591450616591872,1.5705823168191688,0.9837842386386191,-0.34274305955872353,0.39775945098152476,0.6792948424221729,0.6577355578605524,0.7500413413609098,,0.35505018095983054
	146	+Saguenay–Lac-Saint-Jean,2,10342.0,267.0,110.0,291.0,0.0,0.025817056662154322,0.01063624057242313,0.02813769096886482,2.8065009661103013,0.15391289382012635,0.6332286092565723,-0.45484784740946094,-0.2754685856251532,0.23233001766576045,0.9626201674608375,0.21957247226971122,0.35317597236412135,0.019521531100478468,0.20524881696360348
	147	+Saguenay–Lac-Saint-Jean,3,10450.0,204.0,72.0,206.0,0.0,0.019521531100478468,0.006889952153110048,0.01971291866028708,2.6091251322257483,0.1530391862902084,-0.2896595817211405,-0.9955659424556739,-0.3303220402276017,0.2504007773996934,-0.21877363535842315,-0.3167840844726292,-0.11925393680520655,0.036881559220389805,-0.0666608151293523
	148	+Saguenay–Lac-Saint-Jean,4,10005.0,369.0,61.0,254.0,0.06946526736631684,0.036881559220389805,0.006096951524237881,0.025387306346826587,2.826148394530316,0.1572738030182927,2.2552216660713547,-1.1100231708964112,-0.2700082954686465,0.16281684474697702,0.5769376553605305,0.3229889399627609,0.45777575777939844,0.02257836911601653,0.052487465139317784
	149	+Saguenay–Lac-Saint-Jean,5,9921.0,224.0,111.0,443.0,0.3090414272754763,0.02257836911601653,0.011188388267311764,0.04465275677855055,3.047560412498076,0.16123942933598048,0.15845546103961813,-0.3751539700707047,-0.2084748552444755,0.08079639977241256,3.278504287064868,0.5868254645123437,0.6845724367034388,0.04521249874409726,0.6428995110428176
	150	+Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.1678577809631947,3.4764899511186216,-0.6123714282459591,-0.14917361123422102,-0.05608995864240472,-0.02438213710519571,0.5268945631781682,0.5649228534741919,0.020534099372273646,-0.007075490539089647
	151	+Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15884623850554774,-0.1412228401904266,-0.5004565973897543,-0.2453712954443024,0.13029440112105967,-0.058862073938672904,-0.1631236811684193,-0.02992072111321975,0.023785817015156543,0.013673397971219062
	152	+Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177908255939594,0.33546044599603403,0.6606578821566615,-0.16331764592712766,0.06963483436745492,-0.9507899318989368,-0.009670883061182823,0.031254420651322855,0.026567233745047776,-0.018241115877373773
	153	+Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.16311252360642878,0.7432002969515676,-0.9977450745513915,-0.21392477185936024,0.04205547633839283,-0.6138101729868742,-0.20804484922153307,-0.08108038095439322,0.014311043566362716,-0.15756792162853736
	154	+Saguenay–Lac-Saint-Jean,10,7896.0,113.0,86.0,143.0,0.6152482269503546,0.014311043566362716,0.010891590678824722,0.018110435663627154,3.687478172761127,0.16744833264465794,-1.0534873777267761,-0.4179920563839975,-0.03063292231351127,-0.047621401448631286,-0.44348754002380364,-0.39864425957934396,-0.35246754826065624,,-0.11696924983123205

modified results/amli/index_region_week_5comp.csv +85 −85

		@@ -1,86 +1,86 @@
1	1	region,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,z_stale,amli_equal,amli_pca,exit_next,amli_supervised
2		−(missing),6,712.0,14.0,3.0,6.0,0.7949438202247191,0.019662921348314606,0.004213483146067416,0.008426966292134831,30.03003003003003,0.3417550010575242,-0.10853825870682066,-1.4726318494123463,6.151389069651688,-3.4568510032768436,-1.9222854671562417,-2.708689707520129,-0.5862678694034489,-2.837149648669716,0.017830609212481426,
3		−(missing),7,673.0,12.0,2.0,9.0,0.7860326894502229,0.017830609212481426,0.0029717682020802376,0.01337295690936107,15.96491170147378,0.3675379101435875,-0.38638355523248136,-1.648674573778559,2.838122091609335,-3.96358127828012,-1.0762338564621572,-2.6013214836289937,-1.1396787759621627,-2.229507694799538,0.003125,
4		−(missing),8,640.0,2.0,4.0,4.0,0.7484375,0.003125,0.00625,0.00625,9.73187704622224,0.350792042612528,-2.616289842664494,-1.183906987945508,1.3698295814560717,-3.634462557391908,-2.294673120192332,-2.1483454449792467,-1.751308061952903,-2.225740398998594,0.0029985007496251873,
5		−(missing),9,667.0,2.0,3.0,9.0,0.7451274362818591,0.0029985007496251873,0.004497751124437781,0.013493253373313344,17.657445556209534,0.3522524653196879,-2.6354717391565354,-1.4323300799887582,3.2368259204089282,-3.6631653076343227,-1.055656175474824,-2.108463226731432,-1.2763767680961573,-2.4109838172144027,0.010014306151645207,
6		−(missing),10,699.0,7.0,7.0,10.0,0.7238912732474965,0.010014306151645207,0.010014306151645207,0.01430615164520744,22.234574763757642,0.3993745071815271,-1.5716199563901652,-0.6502267632747486,4.3150430177235295,-4.589289087990544,-0.9166033657361479,-1.8525934426421078,-0.8775482663850306,-2.457675258581891,,
7		−Abitibi-Témiscamingue,6,9611.0,222.0,63.0,195.0,0.6052439912600146,0.023098532931016543,0.0065549890750182084,0.020289251898865882,4.763038818766373,0.15931043032189757,0.41242566456532265,-1.1406675086043532,0.19933906486801,0.1288649139270798,0.10685421805335373,-0.4230388486319313,-0.11937041597041974,-0.19101009116867804,0.018477690288713912,
8		−Abitibi-Témiscamingue,7,9525.0,176.0,79.0,170.0,0.6127034120734908,0.018477690288713912,0.008293963254593176,0.01784776902887139,3.593246552390772,0.16085480130576096,-0.28826248187059683,-0.8941264214914979,-0.07622449576571323,0.09851226711178324,-0.31078113035320604,-0.5129157435251921,-0.3306330009824038,-0.2845839192125745,0.014966859097712209,
9		−Abitibi-Témiscamingue,8,9354.0,140.0,88.0,129.0,0.611075475732307,0.014966859097712209,0.009407740004276246,0.013790891597177678,4.65447978048459,0.16180839416277545,-0.8206324390623317,-0.7362219891582927,0.17376622087872043,0.07977061274442135,-1.0047427552537058,-0.4933011022429681,-0.46689357534902604,-0.4863488558298687,0.018739168110918546,
10		−Abitibi-Témiscamingue,9,9232.0,173.0,72.0,150.0,0.6290077989601387,0.018739168110918546,0.00779896013864818,0.01624783362218371,4.0377393687938685,0.1593118298253477,-0.24861291473377536,-0.9643049254409689,0.02848300374926551,0.128837408467328,-0.5844629936224364,-0.7093636586049997,-0.3915706800309311,-0.3843807557837304,0.0166189111747851,
11		−Abitibi-Témiscamingue,10,8725.0,145.0,81.0,110.0,0.6514613180515759,0.0166189111747851,0.009283667621776504,0.012607449856733524,3.3338889814969157,0.16045604561809573,-0.5701211368373809,-0.7538122101181258,-0.13732038241767427,0.10634930282389944,-1.207180015684034,-0.9799010938599085,-0.590330922682204,-0.5195725264859195,,
12		−Bas-Saint-Laurent,6,11898.0,272.0,77.0,253.0,0.5731215330307615,0.022860985039502436,0.00647167591191797,0.021264077996301898,3.3338889814969157,0.16076368970361188,0.3764047470229245,-1.1524791375766499,-0.13732038241767427,0.10030294973254117,0.27360608915676066,-0.036002525816093714,-0.09591470998303193,-0.039864466790859227,0.020659378497030215,
13		−Bas-Saint-Laurent,7,11617.0,240.0,103.0,216.0,0.579151243866747,0.020659378497030215,0.008866316604975466,0.018593440647327195,3.182541486701523,0.15774468121304164,0.04256095989553263,-0.8129816760011285,-0.17297274203536148,0.15963772059014064,-0.1832279822242677,-0.1086531645980712,-0.17927281406219261,-0.10204679301836989,0.016583174987044393,
14		−Bas-Saint-Laurent,8,11578.0,192.0,97.0,176.0,0.5863707030575229,0.016583174987044393,0.00837795819657972,0.015201243738124029,2.8575510787255323,0.15563139768560513,-0.5755400452675203,-0.8822181340927711,-0.2495295090510494,0.2011716196332335,-0.7634906395829556,-0.195638815508571,-0.4108742539782723,-0.2795611938417589,0.020937723693629205,
15		−Bas-Saint-Laurent,9,11176.0,234.0,133.0,165.0,0.6142627057981389,0.020937723693629205,0.011900501073729421,0.014763779527559055,3.3910949845705174,0.1587404840068306,0.08476823570466947,-0.3828136227811682,-0.12384457961943293,0.14006648361834081,-0.8383224232665805,-0.5317033252560334,-0.2753082052667008,-0.23090791724701842,0.01677248175874159,
16		−Bas-Saint-Laurent,10,10553.0,177.0,81.0,205.0,0.634701032881645,0.01677248175874159,0.0076755424997631,0.019425755709276984,3.4485731528580055,0.1555115175038222,-0.5468342395874167,-0.9818023208692704,-0.11030466388629287,0.20352771208500214,-0.040853773847285765,-0.7779601622157832,-0.37570457472017454,-0.3138412553139468,,
17		−Capitale-Nationale,6,37469.0,1042.0,579.0,924.0,0.558942058768582,0.027809655982278685,0.015452774293415891,0.024660385919026397,2.488924286923192,0.16424868353564984,1.126803611176258,0.12080587404048077,-0.3363655347402664,0.0318098298522913,0.8545719685553761,0.13484279177227199,0.32207809010940197,0.3940086347531075,0.027490210802982352,
18		−Capitale-Nationale,7,37286.0,1025.0,577.0,1107.0,0.5582256074666094,0.027490210802982352,0.015474977203239822,0.029689427667220943,2.527038626609442,0.16230846178181996,1.078364080143559,0.12395366633628035,-0.32738708321768306,0.06994241991820425,1.714830145448955,0.14347515344936115,0.4671963970131128,0.5310473916013865,0.03013669142180605,
19		−Capitale-Nationale,8,37164.0,1120.0,613.0,970.0,0.5569099128188569,0.03013669142180605,0.016494457001399204,0.026100527392099882,2.3679848448969927,0.1627943175203618,1.4796669902245023,0.26848925558191294,-0.36485478383493825,0.060393543521773514,1.1009197898952565,0.1593276643244744,0.45065707661883025,0.5160975895805466,0.028080908289241622,
20		−Capitale-Nationale,9,36288.0,1019.0,446.0,929.0,0.5833608906525574,0.028080908289241622,0.012290564373897707,0.025600749559082894,3.109269663757673,0.1619708208128543,1.1679353464234936,-0.3275128418979111,-0.19023310954239717,0.07657832358932348,1.01542875820172,-0.15937425825490126,0.2638037030865546,0.28361371252577255,0.018235474261532894,
21		−Capitale-Nationale,10,35919.0,655.0,719.0,1139.0,0.5987082045713967,0.018235474261532894,0.020017261059606335,0.03171023692196331,3.0307622367025306,0.16221702366056606,-0.32499125890550723,0.7679307955409728,-0.208726808601065,0.07173951985654345,2.060505877005258,-0.3442906149625749,0.3370279183222711,0.3811178335606764,,
22		−Centre-du-Québec,6,10279.0,184.0,88.0,175.0,0.5426597918085417,0.017900573985796284,0.00856114408016344,0.017025002432143204,2.4398972185260015,0.15252271943955542,-0.37577434580366414,-0.8562471637282211,-0.3479146566854999,0.2622687354497325,-0.45152199669507437,0.33102418879813533,-0.23969420644409864,-0.06929724135705585,0.01750861079219288,
23		−Centre-du-Québec,7,10452.0,183.0,192.0,223.0,0.5588404133180253,0.01750861079219288,0.018369690011481057,0.021335629544584768,2.475252351938991,0.15106252419699723,-0.4352102506498445,0.5343482834649437,-0.3395861809979751,0.29096701516479956,0.2858455589328532,0.13606749509770538,0.07873865350208037,0.21002690353883136,0.01845748187211602,
24		−Centre-du-Québec,8,10619.0,196.0,194.0,157.0,0.561917318014879,0.01845748187211602,0.018269140220359734,0.014784819662868444,2.9423880828936504,0.15319319998646408,-0.29132681430181895,0.5200929511528328,-0.22954477533888587,0.24909129333932992,-0.8347233383217504,0.0989945578079761,-0.08123602094371939,0.014647542821179575,0.011357183418512209,
25		−Centre-du-Québec,9,10566.0,120.0,188.0,164.0,0.5822449365890593,0.011357183418512209,0.01779292068900246,0.01552148400530002,2.5347059463663264,0.15692794776161473,-1.367990822950752,0.4525774685515368,-0.3255809215653491,0.17568957746418296,-0.7087109574481567,-0.14592837705598505,-0.31999067216742055,-0.15953152187844893,0.008299537866641516,
26		−Centre-du-Québec,10,10603.0,88.0,227.0,202.0,0.6019994341224182,0.008299537866641516,0.021409035178723,0.01905121192115439,2.437298721577047,0.15966469292337898,-1.8316413213651914,0.9652479888453758,-0.34852677483000455,0.1219023332162364,-0.10492251148559029,-0.3839459045384557,-0.26364769835960494,-0.10125084311515728,,
27		−Chaudière-Appalaches,6,25260.0,537.0,525.0,511.0,0.5688044338875693,0.021258907363420426,0.020783847980997625,0.02022961203483769,3.0562147123803287,0.16710562523512196,0.1334713852538937,0.8766127847195003,-0.202731064718736,-0.024339724420635013,0.09665233799986377,0.016013237289200052,0.14927982602051446,0.19749735784458897,0.01730090231463319,
28		−Chaudière-Appalaches,7,25490.0,441.0,313.0,516.0,0.5744213417026285,0.01730090231463319,0.012279325225578659,0.020243232640251078,3.2444444444444445,0.16641557695958892,-0.46670642556996733,-0.32910625937204396,-0.158390495306846,-0.010777703499752826,0.09898225247816671,-0.051663630116803555,-0.1529437102312078,-0.0766263489223546,0.017665542611894545,
29		−Chaudière-Appalaches,8,26096.0,461.0,646.0,472.0,0.569435928877989,0.017665542611894545,0.02475475168608216,0.018087063151440833,2.9724973616162593,0.16713459542407305,-0.4114136675641284,1.439583142629752,-0.22245204589332182,-0.02490909662627258,-0.2698479395128557,0.008404495230160357,0.08656081471055566,0.15319226845030448,0.02036445917006748,
30		−Chaudière-Appalaches,9,24749.0,504.0,241.0,305.0,0.5836599458563982,0.02036445917006748,0.009737767182512425,0.012323730251727342,3.2270556344391377,0.16822475594344788,-0.002159558103901639,-0.6894327612014851,-0.1624867118215029,-0.0463348146450017,-1.255712543822065,-0.16297750759489446,-0.38651731619814184,-0.30996839349621763,0.010147259002598689,
31		−Chaudière-Appalaches,10,24243.0,246.0,446.0,536.0,0.5991007713566803,0.010147259002598689,0.018397063069752095,0.022109474899971126,3.1254883575558683,0.1664526670217818,-1.5514594588555546,0.5382290676784245,-0.18641253289787374,-0.011506661483204183,0.4182180521342119,-0.34902056445621027,-0.1903253496467011,-0.09294344490407573,,
32		−Côte-Nord,6,5851.0,139.0,37.0,163.0,0.33037087677320115,0.02375662279952145,0.006323705349512904,0.027858485728935223,3.7043897017966287,0.12712984392453386,0.5122160720398306,-1.173457495820567,-0.05004292244653217,0.7613333968461519,1.4016327506583606,2.8888458991869697,0.7234212834107022,0.8242360202852371,0.01602136181575434,
33		−Côte-Nord,7,5992.0,96.0,124.0,104.0,0.3256008010680908,0.01602136181575434,0.02069425901201602,0.017356475300400534,2.778009287126522,0.127389711597186,-0.660731396738937,0.863911410503902,-0.26826686947156275,0.7562260283646539,-0.39482088749487587,2.9463194756885893,0.5404396268086282,0.7371325401016781,0.02494370344708124,
34		−Côte-Nord,8,5773.0,144.0,60.0,87.0,0.4129568681794561,0.02494370344708124,0.010393209769617183,0.015070154165944916,2.5321466591291566,0.12841292329614618,0.6922207601445387,-0.5965081336464254,-0.32618380322564944,0.73611610423352,-0.7859145688360877,1.8937857390380584,0.2689193496179924,0.44178877056599036,0.020211053478805224,
35		−Côte-Nord,9,5591.0,113.0,66.0,113.0,0.5331783223037023,0.020211053478805224,0.011804686102664998,0.020211053478805224,3.186624787968173,0.12914531244443128,-0.02542145161207497,-0.3963976813631555,-0.17201085412712241,0.7217219273281478,0.09347774721743544,0.44526429663339656,0.11110566401277115,0.20582467320031175,0.023655093475772607,
36		−Côte-Nord,10,5242.0,124.0,49.0,82.0,0.5650515070583747,0.023655093475772607,0.009347577260587561,0.01564288439526898,4.255500234052513,0.13340327842184857,0.4968205264276089,-0.7447514937403134,0.07978011104103595,0.63803702336758,-0.6879444410066575,0.06123141422329299,-0.026137809947908857,-0.036462174464280565,,
37		−Estrie,6,14026.0,398.0,226.0,205.0,0.5666619135890489,0.028375873378012263,0.01611293312419792,0.014615713674604307,2.5006251562890722,0.15131804387456246,1.2126628035807483,0.2143991416805631,-0.3336092049904023,0.28594510099486714,-0.8636502823500276,0.04182798571161214,0.09292925743789344,0.17700453832302146,0.019288635136177765,
38		−Estrie,7,12961.0,250.0,63.0,183.0,0.6179307152225908,0.019288635136177765,0.004860736054316797,0.014119280919682124,3.125976867771178,0.15459334041087588,-0.16529368894324123,-1.380868304265424,-0.18629745638539702,0.22157331466837737,-0.948569111439671,-0.5758983513515411,-0.5058922662861495,-0.40951855808218235,0.01659326832337213,
39		−Estrie,8,12716.0,211.0,118.0,197.0,0.6383296634161686,0.01659326832337213,0.009279647687952187,0.015492293173954074,2.364166063115535,0.15379346761734808,-0.5740095276389626,-0.7543821316654437,-0.36575435988380556,0.23729379676289306,-0.7137042847285846,-0.8216807208640721,-0.4987062046696626,-0.34517293145955164,0.015040617710930588,
40		−Estrie,9,12433.0,187.0,135.0,160.0,0.6683825303627443,0.015040617710930588,0.010858199951741334,0.012868977720582321,2.779553603691247,0.15731814699992067,-0.8094479452415432,-0.5305846792649966,-0.26790308063182305,0.16802070787802303,-1.162443563964935,-1.1837810006765226,-0.6310232603169662,-0.5146842619350162,0.00857843137254902,
41		−Estrie,10,12240.0,105.0,150.0,216.0,0.6901143790849673,0.00857843137254902,0.012254901960784314,0.01764705882352941,2.6328261412100047,0.1594542602154277,-1.7893509018823144,-0.33256883996925257,-0.3024671166288775,0.12603812036166295,-0.345114230768094,-1.4456231908791253,-0.6815143599610001,-0.5367621918105834,,
42		−Gaspésie–Îles-de-la-Madeleine,6,2384.0,37.0,11.0,25.0,0.6220637583892618,0.01552013422818792,0.004614093959731544,0.010486577181208054,4.167534903104814,0.16159827152957135,-0.7367357657384952,-1.4158357067956342,0.05905844916565411,0.08390030576519394,-1.5699724029068987,-0.6256964651151603,-0.7008802642708899,-0.668101911747889,0.012449977767896843,
43		−Gaspésie–Îles-de-la-Madeleine,7,2249.0,28.0,17.0,19.0,0.6545131169408626,0.012449977767896843,0.00755891507336594,0.008448199199644287,3.7043897017966287,0.1560504903145834,-1.202283373816669,-0.9983370416425014,-0.05004292244653217,0.19293488721389618,-1.918653406970861,-1.01667153688308,-0.8321755657576245,-0.7574840585536824,0.02427637721755369,
44		−Gaspésie–Îles-de-la-Madeleine,8,2142.0,52.0,19.0,21.0,0.6956115779645191,0.02427637721755369,0.008870214752567693,0.00980392156862745,8.33368057002375,0.15798309372484307,0.5910297837293094,-0.8124290205583956,1.0404617009172978,0.15495202599818853,-1.686746154672946,-1.5118577120650385,-0.3707648961085974,-0.7623900952248857,0.014335145823035097,
45		−Gaspésie–Îles-de-la-Madeleine,9,2023.0,29.0,4.0,25.0,0.7261492832427089,0.014335145823035097,0.001977261492832427,0.012357884330202669,3.996976098989338,0.15708307485608547,-0.9164231936446819,-1.789669631737908,0.01888055373032955,0.1726407517874827,-1.2498702130652737,-1.879799700618733,-0.9407069055914641,-0.9137260558181703,0.008525576730190571,
46		−Gaspésie–Îles-de-la-Madeleine,10,1994.0,17.0,3.0,39.0,0.7407221664994985,0.008525576730190571,0.0015045135406218655,0.019558676028084254,3.1254883575558683,0.15331415562968928,-1.7973655918969955,-1.8566929351528296,-0.18641253289787374,0.24671406406120183,-0.018116680608736592,-2.0553851152927547,-0.9445431319646648,-0.8265985808996619,,
47		−Lanaudière,6,17898.0,347.0,386.0,688.0,0.47441054866465526,0.019387641077215332,0.021566655492233768,0.03844004916750475,2.8577552478509056,0.1561703479190984,-0.15028078011213955,0.9875944295806324,-0.24948141369875776,0.19057923848960434,3.211694573194543,1.1533440720665473,0.8572416865867383,0.9363430993787779,0.021396763332247205,
48		−Lanaudière,7,18414.0,394.0,367.0,450.0,0.4649179971760617,0.021396763332247205,0.019930487672423156,0.024437927663734114,3.2263268269075653,0.15671831294722316,0.15437537414718983,0.7556285972335576,-0.1626583942681983,0.17980968302683728,0.8165186886832477,1.2677177042482675,0.5018986088451503,0.5681273637580575,0.020280136282515817,
49		−Lanaudière,8,18491.0,375.0,432.0,361.0,0.4631983126926613,0.020280136282515817,0.023362716997458222,0.019523011194635228,2.435863397197481,0.1553597700689095,-0.014945980917740636,1.2422290073797209,-0.34886488879097566,0.20651011485296278,-0.024217438196021908,1.2884377983988642,0.3915247687878016,0.5281429786993872,0.02262318600673178,
50		−Lanaudière,9,18123.0,410.0,344.0,340.0,0.4742592286045357,0.02262318600673178,0.018981404844672516,0.01876069083485074,3.4111623938253883,0.1556797920814642,0.340345747313448,0.6210734584269678,-0.11911737556285318,0.2002204893538523,-0.15461848788953325,1.1551672936649373,0.34051185421780317,0.3935251051703508,0.011318495946019481,
51		−Lanaudière,10,18377.0,208.0,478.0,453.0,0.509386733416771,0.011318495946019481,0.026010774337487077,0.024650378190128965,2.5213867627194957,0.1556754211378549,-1.3738572537058389,1.6176543259473937,-0.3287184715184078,0.20030639468942846,0.8528600657621173,0.7319238359197883,0.2833614828490802,0.43181445995476225,,
52		−Laurentides,6,32435.0,815.0,731.0,900.0,0.5043934021889934,0.02512717743178665,0.022537382457222137,0.027747803298905502,2.0002400288034563,0.15003042543593045,0.7200421027467577,1.125218141334932,-0.4514830458265344,0.31125160319480616,1.3826996277615977,0.7920873683371346,0.6466359662581156,0.7720249604777046,0.021700209902457093,
53		−Laurentides,7,32396.0,703.0,737.0,692.0,0.5153414001728609,0.021700209902457093,0.022749722187924436,0.02136066181010001,2.1279312252627998,0.15149335834403316,0.20038893298951208,1.1553223652270839,-0.4214033113562956,0.28249951814653923,0.2901275299670745,0.6601773864910847,0.3611854035774998,0.4996751626185578,0.019691421024194033,
54		−Laurentides,8,33314.0,656.0,707.0,785.0,0.49717836345080146,0.019691421024194033,0.02122230893918473,0.023563666926817554,2.016535591853196,0.15020728349394663,-0.10421666920209152,0.9387750885407186,-0.44764436138179065,0.3077756830774938,0.6669693340891082,0.879019758202011,0.37344647222090827,0.5391925725634159,0.018691588785046728,
55		−Laurentides,9,32635.0,610.0,610.0,503.0,0.5275930749195649,0.018691588785046728,0.018691588785046728,0.015412900260456565,2.102962613762656,0.14998659238222678,-0.2558276745155934,0.5799851160915055,-0.4272850731757489,0.312113086097428,-0.7272850833067942,0.5125596945803924,-0.000956655704801764,0.17299933772222204,0.01150100479208533,
56		−Laurentides,10,32345.0,372.0,1020.0,678.0,0.5511516463131859,0.01150100479208533,0.031535013139588806,0.02096150873396197,2.273502359718159,0.15044156030014622,-1.346182261294863,2.4008470011106677,-0.38711166719942675,0.3031712705173698,0.2218491750094432,0.2287077310131107,0.23688020819271693,0.38405530111957764,,
57		−Laval,6,22378.0,595.0,696.0,492.0,0.47957815711859864,0.026588613817141837,0.031101975154169275,0.021985878988292074,2.6147362616993353,0.12982566882563873,0.9416491193142507,2.3394535330877053,-0.3067284814478124,0.7083503882594303,0.3970759739856874,1.0910807122859163,0.8618135409141963,0.9293275614995588,0.01906052393857272,
58		−Laval,7,22140.0,422.0,428.0,470.0,0.5138211382113821,0.01906052393857272,0.019331526648599818,0.02122854561878952,2.5013240261064933,0.1302022375707265,-0.19988365977841122,0.6707115790937443,-0.33344457485833223,0.7009494086756678,0.2675279892263981,0.6784946832274755,0.29739257093109045,0.43817019103338484,0.018161229911589215,
59		−Laval,8,22961.0,417.0,680.0,480.0,0.4983232437611602,0.018161229911589215,0.029615434867819347,0.02090501284787248,2.2117370990132676,0.13043833987748937,-0.3362494081160272,2.1287009741719984,-0.4016614771550391,0.6963091182245204,0.21218509775520683,0.8652253511170023,0.5274182759996103,0.6736529690635462,0.02881612989561959,
60		−Laval,9,22418.0,646.0,536.0,502.0,0.512623784458917,0.02881612989561959,0.02390935855116424,0.022392720135605317,2.5002343994168097,0.1312236975107051,1.2794217363465026,1.3197284921303696,-0.33370125411583923,0.6808739131385885,0.46666943556286167,0.692921331093479,0.6843189423593271,0.7576691704471655,0.03147311671280781,
61		−Laval,10,20589.0,648.0,598.0,497.0,0.5264947301957356,0.03147311671280781,0.0290446354849677,0.02413910340473068,2.3050638127043332,0.13220089072524793,1.682317768987113,2.0477765406614403,-0.37967685452914746,0.6616684237702731,0.76540238757993,0.5257934047796929,0.8838802785415503,0.9372501343683587,,
62		−Mauricie,6,16720.0,459.0,147.0,394.0,0.5000598086124401,0.027452153110047846,0.008791866028708134,0.023564593301435406,3.031221582297666,0.14371719371004077,1.0725931469211678,-0.823536821801863,-0.20861860228837573,0.43533014056779545,0.667127797943611,0.8443018691850205,0.331199588421226,0.40724324657815164,0.023544520547945206,
63		−Mauricie,7,16352.0,385.0,186.0,387.0,0.5108243639921722,0.023544520547945206,0.011374755381604696,0.02366682974559687,2.5787351998252825,0.14427049030379466,0.4800536408522181,-0.4573506205145163,-0.3152091160713821,0.42445579996583305,0.6846161667959867,0.7146021462937994,0.25519466955365644,0.37891796001667505,0.02191028379615502,
64		−Mauricie,8,16385.0,359.0,109.0,345.0,0.5107110161733293,0.02191028379615502,0.006652425999389686,0.02105584375953616,3.3338889814969157,0.14555150525348015,0.2322437912013525,-1.1268534994364032,-0.13732038241767427,0.3992790809396499,0.23798594244566415,0.7159678488403196,0.0535504635954848,0.14033132655934097,0.02470610423084177,
65		−Mauricie,9,15907.0,393.0,194.0,236.0,0.5422141195700007,0.02470610423084177,0.012195888602502043,0.014836235619538568,2.7785495971103082,0.1477217058027128,0.6561920599032983,-0.3409353917421187,-0.2681395906826207,0.3566265502475507,-0.8259282239912401,0.33639399403393017,-0.014298433705200056,0.0864285591424436,0.01730952705465449,
66		−Mauricie,10,14674.0,254.0,226.0,246.0,0.5794602698650675,0.01730952705465449,0.015401390213983917,0.016764345100177182,2.632029166985682,0.14915446386256126,-0.46539860066294886,0.11352095460220096,-0.302654856846778,0.3284675134508605,-0.49610953691017295,-0.11237654981320207,-0.15575851269667343,-0.02686660803640801,,
67		−Montréal,6,27678.0,744.0,557.0,865.0,0.5292651203121613,0.026880554953392585,0.020124286436881276,0.031252258111135196,2.514754939697203,0.17066381542713338,0.9859180350646467,0.7831041967173356,-0.33028070510298924,-0.0942714256298879,1.9821649053876886,0.49241359319197614,0.6365080999381283,0.6950807553598352,0.02382442960489705,
68		−Montréal,7,28752.0,685.0,563.0,880.0,0.5337367835281024,0.02382442960489705,0.01958124652198108,0.03060656649972176,2.2201403111246676,0.16957772266278737,0.5224980548841316,0.7061153302133548,-0.3996819641109391,-0.07292565416092615,1.8717141443317846,0.43853552210485836,0.5110425722103774,0.6120925316894436,0.025570335653732165,
69		−Montréal,8,29018.0,742.0,556.0,646.0,0.5395271900199876,0.025570335653732165,0.01916052105589634,0.022262044248397547,2.7232563640845706,0.16968467550756214,0.7872410396398148,0.6464674556198706,-0.2811648094411025,-0.07502767625099348,0.4443162704626387,0.3687682079026314,0.31510008132214323,0.3770179591669481,0.02818159088473765,
70		−Montréal,9,27997.0,789.0,532.0,679.0,0.5586670000357181,0.02818159088473765,0.01900203593242133,0.024252598492695645,2.5866636158657874,0.16883800586254089,1.1832024971744473,0.6239984074352141,-0.3133414489503844,-0.058387461579079064,0.7848166383155035,0.1381569129944483,0.39307425756502495,0.4438685927117408,0.01771979009417008,
71		−Montréal,10,27822.0,493.0,513.0,779.0,0.5677161958162605,0.01771979009417008,0.018438645676083675,0.02799942491553447,2.564760194921775,0.16711446031073868,-0.4031877722573972,0.5441243944120736,-0.31850115536910795,-0.02451336659119036,1.4257415359473788,0.029125174690179393,0.20879813513865608,0.31196721788228143,,
72		−Montérégie,6,63288.0,1570.0,1276.0,1566.0,0.5253760586525091,0.024807230438629757,0.020161800025281253,0.024744027303754267,2.85832723195197,0.1542639857146179,0.6715264784447074,0.7884226430601646,-0.24934667355724224,0.22804636219188726,0.8688795024239672,0.5392720282847515,0.4744667234747059,0.5335107302333979,0.024874992088106843,
73		−Montérégie,7,63196.0,1572.0,1079.0,1577.0,0.5400816507373885,0.024874992088106843,0.017073865434521173,0.02495411101968479,2.8169807600214094,0.15450523689929774,0.6818016140091333,0.3506342274061413,-0.25908650630560587,0.2233048770960974,0.9048160174720481,0.3620876345891847,0.3772596440444998,0.44291763254052946,0.02364658533911709,
74		−Montérégie,8,63857.0,1510.0,1045.0,1515.0,0.5290727719748813,0.02364658533911709,0.016364689853892292,0.02372488529057112,2.564760194921775,0.15441071111150467,0.49553038284033285,0.25009166578807945,-0.31850115536910795,0.22516266119188713,0.6945470362893732,0.4947311553358594,0.306926957679404,0.40743543128366855,0.02381791389031266,
75		−Montérégie,9,62432.0,1487.0,1142.0,1335.0,0.5457617888262429,0.02381791389031266,0.018291901588928756,0.021383264992311635,2.7536077599632893,0.15404383019300347,0.5215100350946139,0.5233199183022558,-0.2740150453684975,0.23237323886972033,0.29399398669878596,0.29364891974032004,0.2651385088895331,0.34219498796060344,0.025510033164718098,
76		−Montérégie,10,59702.0,1523.0,1511.0,1705.0,0.5508860674684265,0.025510033164718098,0.025309034873203577,0.028558507252688353,2.7028488026379804,0.1557227430135043,0.7780969846430223,1.5181660112694078,-0.2859721418690195,0.19937634343022223,1.5213770816785446,0.231907631181391,0.6604919850555947,0.6998733612608948,,
77		−Outaouais,6,12352.0,269.0,223.0,288.0,0.529630829015544,0.021777849740932644,0.01805375647668394,0.023316062176165803,2.500125006250313,0.14251328527049767,0.21216196200655485,0.4895571657823764,-0.3337270234522722,0.4589914292382117,0.6246145432460348,0.4880072507268752,0.3232675545912968,0.4398323654149425,0.024693417869358473,
78		−Outaouais,7,11987.0,296.0,140.0,239.0,0.5462584466505381,0.024693417869358473,0.011679319262534413,0.019938266455326602,2.395127242544655,0.14132094040164725,0.6542683451610197,-0.414171422581816,-0.35846095139569667,0.48242545063876463,0.046815325378883,0.2876648005723208,0.11642359129557926,0.24395766687181084,0.020176113533384627,
79		−Outaouais,8,11697.0,236.0,144.0,159.0,0.5568949303240147,0.020176113533384627,0.01231084893562452,0.013593229033085406,2.2184687906443457,0.14100437809233926,-0.030719620688252538,-0.32463702122243754,-0.4000757178982306,0.48864708007227253,-1.0385545320374587,0.1595081850576311,-0.19097193778607932,-0.019666639410958645,0.020415440848711778,
80		−Outaouais,9,11217.0,229.0,177.0,180.0,0.5898190246946599,0.020415440848711778,0.015779620219309978,0.016047071409467772,2.00160128102482,0.14175680067574387,0.005571122353475867,0.16714408356354052,-0.45116238076503445,0.4738591714877681,-0.618804990318355,-0.2371868725345541,-0.11009664436885984,0.05382887519887638,0.03221125943122461,
81		−Outaouais,10,10338.0,333.0,213.0,270.0,0.6008899206809828,0.03221125943122461,0.02060359837492745,0.0261172373766686,2.564431337350942,0.14594426975203978,1.7942471059521363,0.8510581017609149,-0.3185786231091203,0.39155979442693345,1.1037781676102887,-0.37057762495589136,0.575247820280877,0.5947460092076455,,
82		−Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.16785789299325038,3.7657088025934646,-0.7167818377313339,-0.15450459214417883,-0.03912459011131714,0.24539657508402907,0.874681389274554,0.662562624494203,0.6158146203247269,0.020534099372273646,
83		−Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15903139523585264,0.023564078913441543,-0.6068523707763006,-0.2360440187141239,0.13434899353249335,0.20333616391468248,0.4110921911817017,-0.011759160324684251,0.09383201931665336,0.023785817015156543,
84		−Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177582928640677,0.5166429790833066,0.5336639918343815,-0.16649340962679504,0.08041063395780224,-0.8846835914689584,0.22452182556754932,0.050677071557881016,0.09546548302781166,0.026567233745047776,
85		−Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.1630961325235527,0.9384071212100284,-1.0953189734511344,-0.20938920345750342,0.054461753627292185,-0.47361824398759883,-0.10826570718876603,-0.14895387554128034,-0.08507438151647204,0.014311043566362716,
86		−Saguenay–Lac-Saint-Jean,10,7896.0,113.0,86.0,143.0,0.6152482269503546,0.014311043566362716,0.010891590678824722,0.018110435663627154,3.687478172761127,0.16744038168880865,-0.9200779741381977,-0.5258507468976747,-0.05402670767980459,-0.030918936613857653,-0.26584988268025006,-0.5435776494465601,-0.3900503162427242,-0.3402626411859801,,
	2	+(missing),6,712.0,14.0,3.0,6.0,0.7949438202247191,0.019662921348314606,0.004213483146067416,0.008426966292134831,30.03003003003003,0.34175619546851804,-0.10853825870682066,-1.4726318494123463,6.151389069651688,-3.456685734291995,-1.9222854671562417,-2.708689707520129,-0.5862403245726407,-2.837062090836073,0.017830609212481426,
	3	+(missing),7,673.0,12.0,2.0,9.0,0.7860326894502229,0.017830609212481426,0.0029717682020802376,0.01337295690936107,15.96491170147378,0.3675534234725877,-0.38638355523248136,-1.648674573778559,2.838122091609335,-3.96362918943342,-1.0762338564621572,-2.6013214836289937,-1.1396867611543795,-2.22935806579523,0.003125,
	4	+(missing),8,640.0,2.0,4.0,4.0,0.7484375,0.003125,0.00625,0.00625,9.73187704622224,0.3508042948916818,-2.616289842664494,-1.183906987945508,1.3698295814560717,-3.6344906823010668,-2.294673120192332,-2.1483454449792467,-1.7513127494377627,-2.225652758979449,0.0029985007496251873,
	5	+(missing),9,667.0,2.0,3.0,9.0,0.7451274362818591,0.0029985007496251873,0.004497751124437781,0.013493253373313344,17.657445556209534,0.3523042034987035,-2.6354717391565354,-1.4323300799887582,3.2368259204089282,-3.663965510043024,-1.055656175474824,-2.108463226731432,-1.2765101351642743,-2.411058802573968,0.010014306151645207,
	6	+(missing),10,699.0,7.0,7.0,10.0,0.7238912732474965,0.010014306151645207,0.010014306151645207,0.01430615164520744,22.234574763757642,0.39938343212067295,-1.5716199563901652,-0.6502267632747486,4.3150430177235295,-4.589123314565635,-0.9166033657361479,-1.8525934426421078,-0.8775206374808792,-2.4575029489434534,,
	7	+Abitibi-Témiscamingue,6,9611.0,222.0,63.0,195.0,0.6052439912600146,0.023098532931016543,0.0065549890750182084,0.020289251898865882,4.763038818766373,0.15930929982573286,0.41242566456532265,-1.1406675086043532,0.19933906486801,0.12859325934212035,0.10685421805335373,-0.4230388486319313,-0.11941569173457962,-0.19106109462042542,0.018477690288713912,
	8	+Abitibi-Témiscamingue,7,9525.0,176.0,79.0,170.0,0.6127034120734908,0.018477690288713912,0.008293963254593176,0.01784776902887139,3.593246552390772,0.16085558344952955,-0.28826248187059683,-0.8941264214914979,-0.07622449576571323,0.09820711232072574,-0.31078113035320604,-0.5129157435251921,-0.3306838601142467,-0.28465852006401526,0.014966859097712209,
	9	+Abitibi-Témiscamingue,8,9354.0,140.0,88.0,129.0,0.611075475732307,0.014966859097712209,0.009407740004276246,0.013790891597177678,4.65447978048459,0.1618238303242437,-0.8206324390623317,-0.7362219891582927,0.17376622087872043,0.07918001312929168,-1.0047427552537058,-0.4933011022429681,-0.4669920086182144,-0.4865043045061478,0.018739168110918546,
	10	+Abitibi-Témiscamingue,9,9232.0,173.0,72.0,150.0,0.6290077989601387,0.018739168110918546,0.00779896013864818,0.01624783362218371,4.0377393687938685,0.15930183481769117,-0.24861291473377536,-0.9643049254409689,0.02848300374926551,0.1287399548308262,-0.5844629936224364,-0.7093636586049997,-0.3915869223036814,-0.3844237849101367,0.0166189111747851,
	11	+Abitibi-Témiscamingue,10,8725.0,145.0,81.0,110.0,0.6514613180515759,0.0166189111747851,0.009283667621776504,0.012607449856733524,3.3338889814969157,0.16045420862286078,-0.5701211368373809,-0.7538122101181258,-0.13732038241767427,0.10609456214309264,-1.207180015684034,-0.9799010938599085,-0.5903733794623386,-0.5196584750917539,,
	12	+Bas-Saint-Laurent,6,11898.0,272.0,77.0,253.0,0.5731215330307615,0.022860985039502436,0.00647167591191797,0.021264077996301898,3.3338889814969157,0.16075176170661432,0.3764047470229245,-1.1524791375766499,-0.13732038241767427,0.1002473219534797,0.27360608915676066,-0.036002525816093714,-0.09592398127954217,-0.039863909369943065,0.020659378497030215,
	13	+Bas-Saint-Laurent,7,11617.0,240.0,103.0,216.0,0.579151243866747,0.020659378497030215,0.008866316604975466,0.018593440647327195,3.182541486701523,0.15775157154566488,0.04256095989553263,-0.8129816760011285,-0.17297274203536148,0.15920430624780318,-0.1832279822242677,-0.1086531645980712,-0.1793450497859155,-0.10213557614468813,0.016583174987044393,
	14	+Bas-Saint-Laurent,8,11578.0,192.0,97.0,176.0,0.5863707030575229,0.016583174987044393,0.00837795819657972,0.015201243738124029,2.8575510787255323,0.1556283968751408,-0.5755400452675203,-0.8822181340927711,-0.2495295090510494,0.20092698680768512,-0.7634906395829556,-0.195638815508571,-0.4109150261158638,-0.27964017970490934,0.020937723693629205,
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	17	+Capitale-Nationale,6,37469.0,1042.0,579.0,924.0,0.558942058768582,0.027809655982278685,0.015452774293415891,0.024660385919026397,2.488924286923192,0.16422724705433517,1.126803611176258,0.12080587404048077,-0.3363655347402664,0.031950272743810224,0.8545719685553761,0.13484279177227199,0.3221014972579885,0.39408130960490273,0.027490210802982352,
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	22	+Centre-du-Québec,6,10279.0,184.0,88.0,175.0,0.5426597918085417,0.017900573985796284,0.00856114408016344,0.017025002432143204,2.4398972185260015,0.15271962951746335,-0.37577434580366414,-0.8562471637282211,-0.3479146566854999,0.2580874140547901,-0.45152199669507437,0.33102418879813533,-0.24039109334325567,-0.07010384923123503,0.01750861079219288,
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	32	+Côte-Nord,6,5851.0,139.0,37.0,163.0,0.33037087677320115,0.02375662279952145,0.006323705349512904,0.027858485728935223,3.7043897017966287,0.12711117566654634,0.5122160720398306,-1.173457495820567,-0.05004292244653217,0.7613212527434131,1.4016327506583606,2.8888458991869697,0.723419259393579,0.8242308757895497,0.01602136181575434,
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	37	+Estrie,6,14026.0,398.0,226.0,205.0,0.5666619135890489,0.028375873378012263,0.01611293312419792,0.014615713674604307,2.5006251562890722,0.15131900012475422,1.2126628035807483,0.2143991416805631,-0.3336092049904023,0.28561129776821037,-0.8636502823500276,0.04182798571161214,0.09287362356678401,0.1769505644826024,0.019288635136177765,
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	42	+Gaspésie–Îles-de-la-Madeleine,6,2384.0,37.0,11.0,25.0,0.6220637583892618,0.01552013422818792,0.004614093959731544,0.010486577181208054,4.167534903104814,0.16153872574787348,-0.7367357657384952,-1.4158357067956342,0.05905844916565411,0.08478262667362078,-1.5699724029068987,-0.6256964651151603,-0.7007332107861521,-0.6679850805827758,0.012449977767896843,
	43	+Gaspésie–Îles-de-la-Madeleine,7,2249.0,28.0,17.0,19.0,0.6545131169408626,0.012449977767896843,0.00755891507336594,0.008448199199644287,3.7043897017966287,0.1560374847422659,-1.202283373816669,-0.9983370416425014,-0.05004292244653217,0.19288796739117584,-1.918653406970861,-1.01667153688308,-0.8321833857280779,-0.7575645575710441,0.02427637721755369,
	44	+Gaspésie–Îles-de-la-Madeleine,8,2142.0,52.0,19.0,21.0,0.6956115779645191,0.02427637721755369,0.008870214752567693,0.00980392156862745,8.33368057002375,0.15751106549742477,0.5910297837293094,-0.8124290205583956,1.0404617009172978,0.1639305104375718,-1.686746154672946,-1.5118577120650385,-0.3692684820353669,-0.7607515593123686,0.014335145823035097,
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	46	+Gaspésie–Îles-de-la-Madeleine,10,1994.0,17.0,3.0,39.0,0.7407221664994985,0.008525576730190571,0.0015045135406218655,0.019558676028084254,3.1254883575558683,0.15328296886137183,-1.7973655918969955,-1.8566929351528296,-0.18641253289787374,0.24701718614607765,-0.018116680608736592,-2.0553851152927547,-0.9444926116171853,-0.8266062266812164,,
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	54	+Laurentides,8,33314.0,656.0,707.0,785.0,0.49717836345080146,0.019691421024194033,0.02122230893918473,0.023563666926817554,2.016535591853196,0.15028878143315327,-0.10421666920209152,0.9387750885407186,-0.44764436138179065,0.30585621024442955,0.6669693340891082,0.879019758202011,0.3731265600820642,0.5388315261913332,0.018691588785046728,
	55	+Laurentides,9,32635.0,610.0,610.0,503.0,0.5275930749195649,0.018691588785046728,0.018691588785046728,0.015412900260456565,2.102962613762656,0.14998083955189878,-0.2558276745155934,0.5799851160915055,-0.4272850731757489,0.31190760155055264,-0.7272850833067942,0.5125596945803924,-0.0009909031292809807,0.17293430208108226,0.01150100479208533,
	56	+Laurentides,10,32345.0,372.0,1020.0,678.0,0.5511516463131859,0.01150100479208533,0.031535013139588806,0.02096150873396197,2.273502359718159,0.15043481740612813,-1.346182261294863,2.4008470011106677,-0.38711166719942675,0.30298644529514374,0.2218491750094432,0.2287077310131107,0.23684940398901258,0.38397597756711777,,
	57	+Laval,6,22378.0,595.0,696.0,492.0,0.47957815711859864,0.026588613817141837,0.031101975154169275,0.021985878988292074,2.6147362616993353,0.12981081367578576,0.9416491193142507,2.3394535330877053,-0.3067284814478124,0.7082704435704643,0.3970759739856874,1.0910807122859163,0.8618002167993687,0.9293063637328604,0.01906052393857272,
	58	+Laval,7,22140.0,422.0,428.0,470.0,0.5138211382113821,0.01906052393857272,0.019331526648599818,0.02122854561878952,2.5013240261064933,0.13017181402863867,-0.19988365977841122,0.6707115790937443,-0.33344457485833223,0.7011763958629486,0.2675279892263981,0.6784946832274755,0.2974304021289705,0.43817577260693147,0.018161229911589215,
	59	+Laval,8,22961.0,417.0,680.0,480.0,0.4983232437611602,0.018161229911589215,0.029615434867819347,0.02090501284787248,2.2117370990132676,0.1304519548458312,-0.3362494081160272,2.1287009741719984,-0.4016614771550391,0.6956713255596076,0.21218509775520683,0.8652253511170023,0.5273119772221248,0.6734933236287418,0.02881612989561959,
	60	+Laval,9,22418.0,646.0,536.0,502.0,0.512623784458917,0.02881612989561959,0.02390935855116424,0.022392720135605317,2.5002343994168097,0.1312005406751988,1.2794217363465026,1.3197284921303696,-0.33370125411583923,0.6809608036868834,0.46666943556286167,0.692921331093479,0.6843334241173761,0.7576907923827177,0.03147311671280781,
	61	+Laval,10,20589.0,648.0,598.0,497.0,0.5264947301957356,0.03147311671280781,0.0290446354849677,0.02413910340473068,2.3050638127043332,0.13219656835972396,1.682317768987113,2.0477765406614403,-0.37967685452914746,0.6613877815106229,0.76540238757993,0.5257934047796929,0.8838335048316086,0.9372185604856211,,
	62	+Mauricie,6,16720.0,459.0,147.0,394.0,0.5000598086124401,0.027452153110047846,0.008791866028708134,0.023564593301435406,3.031221582297666,0.14371160429886431,1.0725931469211678,-0.823536821801863,-0.20861860228837573,0.43510486056482944,0.667127797943611,0.8443018691850205,0.331162041754065,0.4072189505194883,0.023544520547945206,
	63	+Mauricie,7,16352.0,385.0,186.0,387.0,0.5108243639921722,0.023544520547945206,0.011374755381604696,0.02366682974559687,2.5787351998252825,0.14429939480190576,0.4800536408522181,-0.4573506205145163,-0.3152091160713821,0.42355414091137905,0.6846161667959867,0.7146021462937994,0.25504439304458076,0.37875377621048223,0.02191028379615502,
	64	+Mauricie,8,16385.0,359.0,109.0,345.0,0.5107110161733293,0.02191028379615502,0.006652425999389686,0.02105584375953616,3.3338889814969157,0.14552964999051549,0.2322437912013525,-1.1268534994364032,-0.13732038241767427,0.39937829473437536,0.23798594244566415,0.7159678488403196,0.05356699922793904,0.14034048467084181,0.02470610423084177,
	65	+Mauricie,9,15907.0,393.0,194.0,236.0,0.5422141195700007,0.02470610423084177,0.012195888602502043,0.014836235619538568,2.7785495971103082,0.14768980740512536,0.6561920599032983,-0.3409353917421187,-0.2681395906826207,0.3569288632203017,-0.8259282239912401,0.33639399403393017,-0.014248048209741552,0.08647539743355627,0.01730952705465449,
	66	+Mauricie,10,14674.0,254.0,226.0,246.0,0.5794602698650675,0.01730952705465449,0.015401390213983917,0.016764345100177182,2.632029166985682,0.1491620027249408,-0.46539860066294886,0.11352095460220096,-0.302654856846778,0.327998631570896,-0.49610953691017295,-0.11237654981320207,-0.15583665967666752,-0.02698844066923207,,
	67	+Montréal,6,27678.0,744.0,557.0,865.0,0.5292651203121613,0.026880554953392585,0.020124286436881276,0.031252258111135196,2.514754939697203,0.17064605497544072,0.9859180350646467,0.7831041967173356,-0.33028070510298924,-0.09418625110677825,1.9821649053876886,0.49241359319197614,0.6365222956919798,0.6951634025940242,0.02382442960489705,
	68	+Montréal,7,28752.0,685.0,563.0,880.0,0.5337367835281024,0.02382442960489705,0.01958124652198108,0.03060656649972176,2.2201403111246676,0.16957678533876536,0.5224980548841316,0.7061153302133548,-0.3996819641109391,-0.07317394528816422,1.8717141443317846,0.43853552210485836,0.5110011903558377,0.612098995031725,0.025570335653732165,
	69	+Montréal,8,29018.0,742.0,556.0,646.0,0.5395271900199876,0.025570335653732165,0.01916052105589634,0.022262044248397547,2.7232563640845706,0.16975108110471124,0.7872410396398148,0.6464674556198706,-0.2811648094411025,-0.07659904575985782,0.4443162704626387,0.3687682079026314,0.3148381864039992,0.376761458983778,0.02818159088473765,
	70	+Montréal,9,27997.0,789.0,532.0,679.0,0.5586670000357181,0.02818159088473765,0.01900203593242133,0.024252598492695645,2.5866636158657874,0.16882536610177523,1.1832024971744473,0.6239984074352141,-0.3133414489503844,-0.058407743888563665,0.7848166383155035,0.1381569129944483,0.39307087718011086,0.44391643648913565,0.01771979009417008,
	71	+Montréal,10,27822.0,493.0,513.0,779.0,0.5677161958162605,0.01771979009417008,0.018438645676083675,0.02799942491553447,2.564760194921775,0.16711894027801028,-0.4031877722573972,0.5441243944120736,-0.31850115536910795,-0.024874629287820804,1.4257415359473788,0.029125174690179393,0.20873792468921767,0.3119162295794411,,
	72	+Montérégie,6,63288.0,1570.0,1276.0,1566.0,0.5253760586525091,0.024807230438629757,0.020161800025281253,0.024744027303754267,2.85832723195197,0.15425296337759214,0.6715264784447074,0.7884226430601646,-0.24934667355724224,0.22795574390726847,0.8688795024239672,0.5392720282847515,0.47445162042726946,0.5335152595444267,0.024874992088106843,
	73	+Montérégie,7,63196.0,1572.0,1079.0,1577.0,0.5400816507373885,0.024874992088106843,0.017073865434521173,0.02495411101968479,2.8169807600214094,0.15446711677884675,0.6818016140091333,0.3506342274061413,-0.25908650630560587,0.2237473977568537,0.9048160174720481,0.3620876345891847,0.3773333974879592,0.44302301150183493,0.02364658533911709,
	74	+Montérégie,8,63857.0,1510.0,1045.0,1515.0,0.5290727719748813,0.02364658533911709,0.016364689853892292,0.02372488529057112,2.564760194921775,0.15437068292595002,0.49553038284033285,0.25009166578807945,-0.31850115536910795,0.22564242735353585,0.6945470362893732,0.4947311553358594,0.30700691870634544,0.4075415802062816,0.02381791389031266,
	75	+Montérégie,9,62432.0,1487.0,1142.0,1335.0,0.5457617888262429,0.02381791389031266,0.018291901588928756,0.021383264992311635,2.7536077599632893,0.15405796072948297,0.5215100350946139,0.5233199183022558,-0.2740150453684975,0.2317877570281588,0.29399398669878596,0.29364891974032004,0.26504092858260614,0.34209457876802746,0.025510033164718098,
	76	+Montérégie,10,59702.0,1523.0,1511.0,1705.0,0.5508860674684265,0.025510033164718098,0.025309034873203577,0.028558507252688353,2.7028488026379804,0.15573655584812457,0.7780969846430223,1.5181660112694078,-0.2859721418690195,0.19880154590914,1.5213770816785446,0.231907631181391,0.6603961854687478,0.699799924755355,,
	77	+Outaouais,6,12352.0,269.0,223.0,288.0,0.529630829015544,0.021777849740932644,0.01805375647668394,0.023316062176165803,2.500125006250313,0.1425174102529956,0.21216196200655485,0.4895571657823764,-0.3337270234522722,0.4585720662516768,0.6246145432460348,0.4880072507268752,0.3231976607602076,0.43974727418468673,0.024693417869358473,
	78	+Outaouais,7,11987.0,296.0,140.0,239.0,0.5462584466505381,0.024693417869358473,0.011679319262534413,0.019938266455326602,2.395127242544655,0.14133589581636255,0.6542683451610197,-0.414171422581816,-0.35846095139569667,0.4817901038916801,0.046815325378883,0.2876648005723208,0.11631770017106517,0.24383483182173438,0.020176113533384627,
	79	+Outaouais,8,11697.0,236.0,144.0,159.0,0.5568949303240147,0.020176113533384627,0.01231084893562452,0.013593229033085406,2.2184687906443457,0.14101590213951556,-0.030719620688252538,-0.32463702122243754,-0.4000757178982306,0.48807832602696644,-1.0385545320374587,0.1595081850576311,-0.19106673012696365,-0.01981007098837345,0.020415440848711778,
	80	+Outaouais,9,11217.0,229.0,177.0,180.0,0.5898190246946599,0.020415440848711778,0.015779620219309978,0.016047071409467772,2.00160128102482,0.14183739496202602,0.005571122353475867,0.16714408356354052,-0.45116238076503445,0.4719351028189677,-0.618804990318355,-0.2371868725345541,-0.11041732248032658,0.053438628048445604,0.03221125943122461,
	81	+Outaouais,10,10338.0,333.0,213.0,270.0,0.6008899206809828,0.03221125943122461,0.02060359837492745,0.0261172373766686,2.564431337350942,0.14591450616591872,1.7942471059521363,0.8510581017609149,-0.3185786231091203,0.39181545429040776,1.1037781676102887,-0.37057762495589136,0.5752904302581227,0.594836092647637,,
	82	+Saguenay–Lac-Saint-Jean,6,9953.0,450.0,95.0,210.0,0.4975384306239325,0.04521249874409726,0.009544860845976088,0.02109916608057872,3.2609404552272876,0.1678577809631947,3.7657088025934646,-0.7167818377313339,-0.15450459214417883,-0.039393648528468085,0.24539657508402907,0.874681389274554,0.6625177814246778,0.6158753604638444,0.020534099372273646,
	83	+Saguenay–Lac-Saint-Jean,7,9399.0,193.0,97.0,196.0,0.5360144696244281,0.020534099372273646,0.010320246834769656,0.020853282264070645,2.914798206278027,0.15884623850554774,0.023564078913441543,-0.6068523707763006,-0.2360440187141239,0.1376929155361874,0.20333616391468248,0.4110921911817017,-0.011201839990735226,0.09445973274339015,0.023785817015156543,
	84	+Saguenay–Lac-Saint-Jean,8,9039.0,215.0,166.0,131.0,0.5514990596304901,0.023785817015156543,0.018364863369841798,0.014492753623188406,3.210046839460745,0.16177908255939594,0.5166429790833066,0.5336639918343815,-0.16649340962679504,0.08005935514689905,-0.8846835914689584,0.22452182556754932,0.05061852508939715,0.09539956682583334,0.026567233745047776,
	85	+Saguenay–Lac-Saint-Jean,9,8582.0,228.0,59.0,145.0,0.5791190864600326,0.026567233745047776,0.006874854346306222,0.016895828478210206,3.027950310559006,0.16311252360642878,0.9384071212100284,-1.0953189734511344,-0.20938920345750342,0.05385579515574072,-0.47361824398759883,-0.10826570718876603,-0.14905486861987224,-0.0851685069343099,0.014311043566362716,
	86	+Saguenay–Lac-Saint-Jean,10,7896.0,113.0,86.0,143.0,0.6152482269503546,0.014311043566362716,0.010891590678824722,0.018110435663627154,3.687478172761127,0.16744833264465794,-0.9200779741381977,-0.5258507468976747,-0.05402670767980459,-0.03134754585153989,-0.26584988268025006,-0.5435776494465601,-0.39012175111567116,-0.3403690744017618,,

modified results/amli/index_tier_week.csv +27 −27

		@@ -1,28 +1,28 @@
1	1	tier,week,ld,exits,cuts,entries,stale,exit,mdfreq,arrival,mddepth,disp,z_exit,z_mdfreq,z_mddepth,z_disp,z_arrival,amli_equal,amli_pca,exit_next,amli_supervised
2		−high,2,102925.0,2595.0,1439.0,2725.0,0.0,0.025212533398105415,0.013981054165654603,0.026475589021131892,2.174054829662804,0.16390587388937802,0.6583263323270194,-0.9723489104642813,-0.7872743594987778,-0.28552969478098034,1.2354836416259196,-0.030268598158220028,0.3141550986607731,0.019522797342065454,-0.7402455066672095
3		−high,3,104442.0,2039.0,1679.0,2400.0,0.0,0.019522797342065454,0.01607590815955267,0.02297926121675188,2.138653161784834,0.16419316694569688,-1.2190465119388885,-0.19185650369922824,-0.8334743755906384,-0.29802340970207375,-0.17534317529199595,-0.543548795244565,0.014820127108284007,0.024120317820658342,-0.28273148042617596
4		−high,4,105720.0,2550.0,2099.0,2592.0,0.08146046159667045,0.024120317820658342,0.019854332198259553,0.024517593643586834,2.22246916324036,0.16336141990695763,0.29794127316304797,1.2158937645004964,-0.7240925060880888,-0.26185264204892694,0.4453997191226261,0.19465792172983093,0.4300404358315859,0.02467302800185355,-0.16401263692746768
5		−high,5,105743.0,2609.0,1856.0,2552.0,0.39758660147716635,0.02467302800185355,0.017551989256972093,0.024133985228336628,2.247380398998061,0.16150603626453527,0.48031231370080046,0.35809594724057947,-0.691582752682089,-0.18116627045783226,0.29060729984421,0.05125330752913373,0.29603316425410303,0.023666959902380883,-0.2307725600695616
6		−high,6,105717.0,2502.0,1830.0,2599.0,0.5673732701457666,0.023666959902380883,0.01731036635545844,0.024584503911386058,2.196129593389867,0.16187292584246737,0.14835228764174027,0.268073043266718,-0.7584662693565343,-0.19712145521912522,0.47239913262728844,-0.013352652207982551,0.3157198167625436,0.02156752712308268,-0.31049982709702106
7		−high,7,106920.0,2306.0,1907.0,2644.0,0.5739711934156378,0.02156752712308268,0.01783576505798728,0.024728769173213618,2.22246916324036,0.16209298437873393,-0.5443719528846936,0.4638240116122114,-0.7240925060880888,-0.2066912953443804,0.5306125815725022,-0.09614383222648985,0.29992103107648793,0.02197013607132014,-0.288378223549319
8		−high,8,108693.0,2388.0,2101.0,2393.0,0.5687946785901576,0.02197013607132014,0.019329671643988112,0.022016137193747527,2.1695092465529635,0.16221722564383273,-0.4115279863395157,1.02041781251015,-0.7932064532505586,-0.21209426250087732,-0.5639798465932904,-0.1920781472348184,0.1730320087759171,0.021338877028778118,0.0528014696376553
9		−high,9,107269.0,2289.0,1743.0,2102.0,0.5908883274757851,0.021338877028778118,0.01624886966411545,0.019595596118170206,2.3114496714543233,0.16295134066578654,-0.6198168370864023,-0.1274151911461218,-0.6079708327952553,-0.24401923806799825,-1.5407087038239355,-0.6279861605839427,-0.2817042159555446,0.01652868969454753,0.12986738985419868
10		−high,10,105090.0,1737.0,2511.0,2526.0,0.6141592920353982,0.01652868969454753,0.023893805309734513,0.024036540108478447,2.247443532981234,0.16362000367802698,-2.206975711974798,2.7209046626448465,-0.6915003613368963,-0.2730978561183409,0.25128656221157836,-0.03987654091472209,0.4359903335475857,,0.1346452232614216
11		−low,2,111352.0,3011.0,1453.0,2769.0,0.0,0.027040376463826423,0.013048710395861772,0.024867088152884548,4.040404040404041,0.1818900301365631,1.261437425946485,-1.3197178607288969,1.648355618910612,-1.0676193287168407,0.5864266060938887,0.22177649230104962,-0.7689540394959317,0.020381675289568378,-0.3962303256243096
12		−low,3,111718.0,2277.0,1371.0,2552.0,0.0,0.020381675289568378,0.012271970497144596,0.022843230276231224,3.8292169251388093,0.1799461991114366,-0.935653025967049,-1.6091125367999162,1.3727514254223478,-0.9830865836728635,-0.23023393770182668,-0.47706693174386156,-1.0233415109624413,0.024532228261844535,-0.274199138075101
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27		−mid,9,103968.0,2509.0,1712.0,2057.0,0.5282009849184365,0.024132425361649737,0.016466605109264388,0.01978493382579255,2.2882724089822988,0.1265212458608132,0.3019362508639822,-0.046292181085581766,-0.6382177099442031,1.340241881478817,-1.4643077682386825,-0.10132790538513362,0.2625217797617631,0.020932835075238306,0.7075120737771528
28		−mid,10,100082.0,2095.0,2142.0,2576.0,0.5434144001918427,0.020932835075238306,0.021402449991007374,0.0257388941068324,2.3261223540358222,0.1266280622534764,-0.7537935505402908,1.7926853621665348,-0.5888226340800798,1.3355966819883278,0.9382149073617209,0.5447761533792426,0.9658398122544634,,0.4352985060555386
	2	+high,2,102925.0,2595.0,1439.0,2725.0,0.0,0.025212533398105415,0.013981054165654603,0.026475589021131892,2.174054829662804,0.16389602398502143,0.6584648811951522,-0.9723517178531671,-0.7872743594987778,-0.28530289880975274,1.2355782632644643,-0.030177166340416228,0.3141661611783179,0.019522797342065454,-0.7399624183617242
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	28	+mid,10,100082.0,2095.0,2142.0,2576.0,0.5434144001918427,0.020932835075238306,0.021402449991007374,0.0257388941068324,2.3261223540358222,0.12661523028519348,-0.7537228180581504,1.792685148820522,-0.5888226340800798,1.3367321695740035,0.9383182779328011,0.5450380288378193,0.9662594518125212,,0.43596632722486883

modified results/amli/summary.json +120 −120

		@@ -1,20 +1,20 @@
1	1	{
2		− "listing_days": 2867226,
	2	+ "listing_days": 2867225,
3	3	"weeks": 11,
4	4	"region": {
5	5	"mu": {
6		− "exit": 0.021506727723722932,
7		− "mdfreq": 0.013787575797630338,
	6	+ "exit": 0.021497457673965,
	7	+ "mdfreq": 0.013787589193656,
8	8	"mddepth": 3.7977027453020904,
9		− "disp": 0.1651154422564084,
10		− "arrival": 0.021282256789536786
	9	+ "disp": 0.16514587399634859,
	10	+ "arrival": 0.021273040323881505
11	11	},
12	12	"sd": {
13		− "exit": 0.006804843051900096,
14		− "mdfreq": 0.006928381825047617,
	13	+ "exit": 0.0068215474238611075,
	14	+ "mdfreq": 0.006928357777619598,
15	15	"mddepth": 3.5982388951623596,
16		− "disp": 0.04822255724941248,
17		− "arrival": 0.007123084168673025
	16	+ "disp": 0.048349241691112266,
	17	+ "arrival": 0.007131214239039505
18	18	},
19	19	"weights": {
20	20	"equal": {
		@@ -25,18 +25,18 @@
25	25	"arrival": 0.2
26	26	},
27	27	"pca": {
28		− "exit": 0.4097388911728078,
29		− "mdfreq": 0.3469529509809659,
30		− "mddepth": -0.5056403070768307,
31		− "disp": 0.5151264462987085,
32		− "arrival": 0.4367039214948608
	28	+ "exit": 0.41059346906711625,
	29	+ "mdfreq": 0.3466686090990641,
	30	+ "mddepth": -0.5049757594707337,
	31	+ "disp": 0.5147016516001666,
	32	+ "arrival": 0.43739635436497026
33	33	},
34		− "pca_explained": 0.5607749361807227,
	34	+ "pca_explained": 0.5620756776112453,
35	35	"supervised": {
36		− "mdfreq": 0.001156227500221323,
37		− "mddepth": -0.0038620352514301243,
38		− "disp": -0.0015662014813582824,
39		− "arrival": 0.0014875845316168828
	36	+ "mdfreq": 0.0011345326814487457,
	37	+ "mddepth": -0.003942478105862834,
	38	+ "disp": -0.001533044624840039,
	39	+ "arrival": 0.0015090209284013857
40	40	},
41	41	"supervised_fit_weeks": [
42	42	2,
		@@ -48,28 +48,28 @@
48	48	},
49	49	"region_validation": {
50	50	"noexit_fe": {
51		− "b": 0.009649097626225574,
52		− "se": 0.0013056386980831252,
53		− "lo": 0.006881267231290816,
54		− "hi": 0.012416928021160331,
	51	+ "b": 0.00963865316712823,
	52	+ "se": 0.001312173031203675,
	53	+ "lo": 0.006856970604784343,
	54	+ "hi": 0.012420335729472117,
55	55	"n": 68,
56		− "r2": 0.654723904656503
	56	+ "r2": 0.6544495736541885
57	57	},
58	58	"noexit_fe_lagexit": {
59		− "b": 0.010258031885144655,
60		− "se": 0.0015202821086663116,
61		− "lo": 0.0070351777866716775,
62		− "hi": 0.013480885983617632,
	59	+ "b": 0.010246685594478373,
	60	+ "se": 0.0015242936062946886,
	61	+ "lo": 0.007015327500925186,
	62	+ "hi": 0.01347804368803156,
63	63	"n": 68,
64		− "r2": 0.6594601565992118
	64	+ "r2": 0.6591692948461512
65	65	},
66	66	"noexit_pooled": {
67		− "b": 0.009751271335315342,
68		− "se": 0.001821974928283107,
69		− "lo": 0.005888857029799718,
70		− "hi": 0.013613685640830965,
	67	+ "b": 0.009757536950775471,
	68	+ "se": 0.0018262684212028992,
	69	+ "lo": 0.005886020846867011,
	70	+ "hi": 0.013629053054683931,
71	71	"n": 68,
72		− "r2": 0.3738388426891519
	72	+ "r2": 0.37321744819165836
73	73	}
74	74	},
75	75	"region_5comp": {
		@@ -77,7 +77,7 @@
77	77	"exit": 0.020378700852655942,
78	78	"mdfreq": 0.014600671716285542,
79	79	"mddepth": 3.916826438824417,
80		− "disp": 0.16586719735174157,
	80	+ "disp": 0.1658531255668299,
81	81	"arrival": 0.019664585562648683,
82	82	"stale": 0.5701334681812891
83	83	},
		@@ -85,7 +85,7 @@
85	85	"exit": 0.006594720726769458,
86	86	"mdfreq": 0.007053486296906545,
87	87	"mddepth": 4.2450905471151135,
88		− "disp": 0.05088093283136987,
	88	+ "disp": 0.050887781945765154,
89	89	"arrival": 0.005845967970167496,
90	90	"stale": 0.08299597824707998
91	91	},
		@@ -99,14 +99,14 @@
99	99	"stale": 0.16666666666666666
100	100	},
101	101	"pca": {
102		− "exit": 0.3175345380447161,
103		− "mdfreq": 0.3567892422906531,
104		− "mddepth": -0.447178593397299,
105		− "disp": 0.4544842908285606,
106		− "arrival": 0.38295754275097216,
107		− "stale": 0.4676452813637716
	102	+ "exit": 0.3176016519615475,
	103	+ "mdfreq": 0.3567911514652089,
	104	+ "mddepth": -0.4472315007858384,
	105	+ "disp": 0.45433808714223817,
	106	+ "arrival": 0.3829954411456999,
	107	+ "stale": 0.46765868349236767
108	108	},
109		− "pca_explained": 0.5560190214537396,
	109	+ "pca_explained": 0.5559067207234561,
110	110	"supervised": {
111	111	"mdfreq": 0.0,
112	112	"mddepth": 0.0,
		@@ -124,42 +124,42 @@
124	124	},
125	125	"leave_one_out": {
126	126	"exit": {
127		− "corr_with_full_equal": 0.9351441999462781,
128		− "pca_explained": 0.6121815354023429
	127	+ "corr_with_full_equal": 0.9355090734263202,
	128	+ "pca_explained": 0.6129962325272181
129	129	},
130	130	"mdfreq": {
131		− "corr_with_full_equal": 0.9141154519330514,
132		− "pca_explained": 0.6394853212424405
	131	+ "corr_with_full_equal": 0.9144359879409529,
	132	+ "pca_explained": 0.6410000981680138
133	133	},
134	134	"mddepth": {
135		− "corr_with_full_equal": 0.952522192175475,
136		− "pca_explained": 0.5517572185420112
	135	+ "corr_with_full_equal": 0.9527300780749454,
	136	+ "pca_explained": 0.5532655322160211
137	137	},
138	138	"disp": {
139		− "corr_with_full_equal": 0.910346702059367,
140		− "pca_explained": 0.543384229092504
	139	+ "corr_with_full_equal": 0.9106956152127701,
	140	+ "pca_explained": 0.5446963372382613
141	141	},
142	142	"arrival": {
143		− "corr_with_full_equal": 0.9400609150619896,
144		− "pca_explained": 0.5970242651264911
	143	+ "corr_with_full_equal": 0.9403664006692257,
	144	+ "pca_explained": 0.5978130050855718
145	145	}
146	146	},
147		− "corr_equal_pca": 0.8457011820704087,
148		− "corr_equal_supervised": 0.6769546858014238,
	147	+ "corr_equal_pca": 0.8466861346125479,
	148	+ "corr_equal_supervised": 0.6758462245380205,
149	149	"province": {
150	150	"mu": {
151		− "exit": 0.02321830693521406,
152		− "mdfreq": 0.016593866665476895,
	151	+ "exit": 0.023217974329283356,
	152	+ "mdfreq": 0.016593872585257175,
153	153	"mddepth": 2.64137301148925,
154		− "disp": 0.15578949380814022,
155		− "arrival": 0.023414335226015628
	154	+ "disp": 0.15578771562063032,
	155	+ "arrival": 0.023414002363341044
156	156	},
157	157	"sd": {
158		− "exit": 0.0029229697148589902,
159		− "mdfreq": 0.0023528968506788374,
	158	+ "exit": 0.002922707008382496,
	159	+ "mdfreq": 0.0023528989863832845,
160	160	"mddepth": 0.05101208672407295,
161		− "disp": 0.0006526131351506498,
162		− "arrival": 0.0022476650842922826
	161	+ "disp": 0.0006592751547925284,
	162	+ "arrival": 0.002247481206272557
163	163	},
164	164	"weights": {
165	165	"equal": {
		@@ -170,18 +170,18 @@
170	170	"arrival": 0.2
171	171	},
172	172	"pca": {
173		− "exit": 0.460503670622218,
174		− "mdfreq": -0.46042848449019685,
175		− "mddepth": 0.43415182073013897,
176		− "disp": -0.4485679980463314,
177		− "arrival": 0.431556401527003
	173	+ "exit": 0.46013285060238057,
	174	+ "mdfreq": -0.46282038317932905,
	175	+ "mddepth": 0.43205816954906245,
	176	+ "disp": -0.45048200978250624,
	177	+ "arrival": 0.42949592512443424
178	178	},
179		− "pca_explained": 0.44407379180463663,
	179	+ "pca_explained": 0.44489474597912815,
180	180	"supervised": {
181		− "mdfreq": -0.0002812094155234988,
182		− "mddepth": 5.3709571123550386e-05,
183		− "disp": 0.001379889977981144,
184		− "arrival": -0.00040698357840820466
	181	+ "mdfreq": -0.000295426333771157,
	182	+ "mddepth": 5.1411766661576095e-05,
	183	+ "disp": 0.0013867478343669007,
	184	+ "arrival": -0.00040569068234023276
185	185	},
186	186	"supervised_fit_weeks": [
187	187	2,
		@@ -192,99 +192,99 @@
192	192	}
193	193	},
194	194	"segment_tier": {
195		− "pca_explained": 0.4391778102557332,
	195	+ "pca_explained": 0.43921907114324593,
196	196	"validation": {
197	197	"noexit_fe": {
198		− "b": 0.004563679066732009,
199		− "se": 0.002539875942178664,
200		− "lo": -0.006364525089108011,
201		− "hi": 0.015491883222572028,
	198	+ "b": 0.004562825299346336,
	199	+ "se": 0.002540025504831889,
	200	+ "lo": -0.00636602237265185,
	201	+ "hi": 0.015491672971344524,
202	202	"n": 12,
203		− "r2": 0.4962000835449011
	203	+ "r2": 0.49583342002336117
204	204	},
205	205	"noexit_fe_lagexit": {
206		− "b": 0.00760896736809621,
207		− "se": 0.0023988860322281817,
208		− "lo": -0.0027126061668282355,
209		− "hi": 0.017930540903020657,
	206	+ "b": 0.007617638809182441,
	207	+ "se": 0.002400970743081383,
	208	+ "lo": -0.0027129045125852697,
	209	+ "hi": 0.017948182130950154,
210	210	"n": 12,
211		− "r2": 0.7373069046569873
	211	+ "r2": 0.7374801629507955
212	212	},
213	213	"noexit_pooled": {
214		− "b": 0.00391964534664742,
215		− "se": 0.0016675651353503388,
216		− "lo": -0.003255308335002749,
217		− "hi": 0.01109459902829759,
	214	+ "b": 0.003918997542784473,
	215	+ "se": 0.001668172381877193,
	216	+ "lo": -0.0032585689097920957,
	217	+ "hi": 0.011096563995361042,
218	218	"n": 12,
219		− "r2": 0.3953989218525953
	219	+ "r2": 0.3951291124256662
220	220	}
221	221	}
222	222	},
223	223	"segment_body_filled": {
224		− "pca_explained": 0.4593474015605346,
	224	+ "pca_explained": 0.45911252641876643,
225	225	"validation": {
226	226	"noexit_fe": {
227		− "b": 0.004582272548587403,
228		− "se": 0.0017026356310000934,
229		− "lo": 0.0005561790438985987,
230		− "hi": 0.008608366053276207,
	227	+ "b": 0.00437965610802547,
	228	+ "se": 0.001630597509883039,
	229	+ "lo": 0.000523905691569231,
	230	+ "hi": 0.008235406524481709,
231	231	"n": 32,
232		− "r2": 0.7706501048017181
	232	+ "r2": 0.7776600971961705
233	233	},
234	234	"noexit_fe_lagexit": {
235		− "b": 0.004864118352069319,
236		− "se": 0.0027438830432557266,
237		− "lo": -0.0016241340355473855,
238		− "hi": 0.011352370739686023,
	235	+ "b": 0.0045935603919511556,
	236	+ "se": 0.0029094633642362446,
	237	+ "lo": -0.0022862272382425993,
	238	+ "hi": 0.01147334802214491,
239	239	"n": 32,
240		− "r2": 0.7711355021702004
	240	+ "r2": 0.7778991584911862
241	241	},
242	242	"noexit_pooled": {
243		− "b": 0.0064663729119921985,
244		− "se": 0.0010987441525991742,
245		− "lo": 0.003868255842460428,
246		− "hi": 0.009064489981523968,
	243	+ "b": 0.006412535492283165,
	244	+ "se": 0.0011177266990411048,
	245	+ "lo": 0.0037695318330778194,
	246	+ "hi": 0.00905553915148851,
247	247	"n": 32,
248		− "r2": 0.608256280205111
	248	+ "r2": 0.6146071663972403
249	249	}
250	250	}
251	251	},
252	252	"component_corr": {
253	253	"exit": {
254	254	"exit": 1.0,
255		− "mdfreq": 0.192,
256		− "mddepth": -0.345,
257		− "disp": -0.441,
258		− "arrival": 0.619
	255	+ "mdfreq": 0.194,
	256	+ "mddepth": -0.348,
	257	+ "disp": -0.445,
	258	+ "arrival": 0.621
259	259	},
260	260	"mdfreq": {
261		− "exit": 0.192,
	261	+ "exit": 0.194,
262	262	"mdfreq": 1.0,
263	263	"mddepth": -0.408,
264	264	"disp": -0.368,
265		− "arrival": 0.346
	265	+ "arrival": 0.348
266	266	},
267	267	"mddepth": {
268		− "exit": -0.345,
	268	+ "exit": -0.348,
269	269	"mdfreq": -0.408,
270	270	"mddepth": 1.0,
271	271	"disp": 0.877,
272		− "arrival": -0.405
	272	+ "arrival": -0.408
273	273	},
274	274	"disp": {
275		− "exit": -0.441,
	275	+ "exit": -0.445,
276	276	"mdfreq": -0.368,
277	277	"mddepth": 0.877,
278	278	"disp": 1.0,
279		− "arrival": -0.406
	279	+ "arrival": -0.409
280	280	},
281	281	"arrival": {
282		− "exit": 0.619,
283		− "mdfreq": 0.346,
284		− "mddepth": -0.405,
285		− "disp": -0.406,
	282	+ "exit": 0.621,
	283	+ "mdfreq": 0.348,
	284	+ "mddepth": -0.408,
	285	+ "disp": -0.409,
286	286	"arrival": 1.0
287	287	}
288	288	},
289		− "seconds": 98.3
	289	+ "seconds": 79.7
290	290	}
		\ No newline at end of file

modified results/competition/eventstudy_coarse_fe.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.003482543581046244,0.0014028856963651357,2.482414347847072,0.013228909327857252,0.0007292761846390324,0.0062358109774534555,-7
3		−cc_m6,0.0007214864307566062,0.0010942736714252633,0.659329059628099,0.5098512958391246,-0.0014261069405980278,0.00286907980211124,-6
4		−cc_m5,0.0006652093171644275,0.0005783077799089234,1.15026866363304,0.2503354162175848,-0.00046976266211894917,0.0018001812964478041,-5
5		−cc_m4,0.0013647495944523044,0.0006625180407589756,2.0599432928480828,0.039687863418244484,6.45087224557684e-05,0.0026649904664488404,-4
6		−cc_m3,0.0003834927478274455,0.0005881772496938784,0.6520020079440975,0.5145645181506455,-0.000770848799090093,0.0015378342947449841,-3
7		−cc_m2,-0.0006537692986789424,0.0005727033581686504,-1.1415496161390057,0.2539415755714891,-0.0017777421839568776,0.0004702035865989928,-2
8		−cc_m1,0.000956676534850631,0.0011472514948385017,0.8338856293975037,0.40456426648297605,-0.0012948897505583807,0.0032082428202596424,-1
9		−cc_p0,0.010988529504295106,0.002032877104965589,5.405407674401012,8.263077666548213e-08,0.00699885716783437,0.014978201840755842,0
10		−cc_p1,0.0006843385516677944,0.002027096635392321,0.33759542575302465,0.7357459462945166,-0.0032939891838370417,0.0046626662871726305,1
11		−cc_p2,-0.0011310746288265637,0.0006342800998128884,-1.7832415507915649,0.07488021392404409,-0.002375896443981922,0.00011374718632879504,2
12		−cc_p3,0.00036561254898562993,0.0008026442100616738,0.45551010572609363,0.6488509648161707,-0.0012096363399321513,0.0019408614379034111,3
13		−cc_p4,0.001442975288744538,0.0010068539487989832,1.4331525346509078,0.15215771050848725,-0.0005330503827372381,0.0034190009602263144,4
14		−cc_p5,2.4382506241423596e-05,0.0008367033499641519,0.029141160056868724,0.9767583982926913,-0.0016177099749135099,0.0016664749873963572,5
15		−cc_p6,0.00044183204678274686,0.000737706745680456,0.5989264018118795,0.5493710258290099,-0.0010059722442255928,0.0018896363377910864,6
16		−cc_p7,0.0041531183847718185,0.0007801333722075137,5.323600467212288,1.2820824690784605e-07,0.0026220486874234243,0.005684188082120213,7
17		−cc_p8,-0.0007712127651020634,0.0010009808712659384,-0.7704570459240767,0.4412287981869334,-0.0027357120856272357,0.0011932865554231092,8
18		−cc_p9,-0.0012219504283445912,0.0007450277699095532,-1.6401407809173834,0.10132149334894369,-0.0026841227732653104,0.00024022191657612803,9
19		−cc_p10,-0.0008699457654341853,0.0008469092353585801,-1.0272007071287297,0.30459892158416446,-0.002532068054848447,0.0007921765239800766,10
20		−cc_p11,0.0004086034154183972,0.0007210629170361566,0.5666681863184879,0.5710793724400784,-0.001006536125442108,0.0018237429562789024,11
21		−cc_p12,0.0002742861982021247,0.0008078932606724245,0.3395079666512272,0.7343054344917368,-0.0013112643424796713,0.0018598367388839208,12
22		−cc_p13,0.00012169415096981409,0.0009709281423023279,0.12533795825635974,0.9002836861504744,-0.0017838244564131842,0.0020272127583528124,13
23		−cc_p14,0.005677947695755378,0.0010725238197063743,5.294006148329492,1.5007195952598806e-07,0.003573040024147676,0.007782855367363079,14
	2	+cc_m7,0.003482544310912401,0.0014028867152511134,2.4824130651839793,0.013229154451846359,0.0007292708810305963,0.006235817740794206,-7
	3	+cc_m6,0.0007214875381367923,0.001094274286201147,0.6593297011862436,0.5098510676145813,-0.00142611018621774,0.0028690852624913246,-6
	4	+cc_m5,0.0006652098903395364,0.0005783081910192951,1.1502688370487593,0.2503356771883427,-0.0004697645586354325,0.0018001843393145053,-5
	5	+cc_m4,0.0013647501450882438,0.0006625184251069146,2.059942928935155,0.039688210829719406,6.450661378678895e-05,0.0026649936763896986,-4
	6	+cc_m3,0.00038349309967785624,0.0005881776046022776,0.6520022127281982,0.5145645671917389,-0.0007708508350090621,0.0015378370343647745,-3
	7	+cc_m2,-0.0006537691941773064,0.0005727036878857631,-1.1415487764550825,0.2539422548602863,-0.0017777443732914292,0.00047020598493681637,-2
	8	+cc_m1,0.0009566770598327072,0.0011472522146743372,0.8338855637809971,0.40456454412268195,-0.0012948939370959426,0.0032082480567613572,-1
	9	+cc_p0,0.010988530420839169,0.0020328785284400926,5.405404340253964,8.26541022291849e-08,0.0069988494454017,0.014978211396276638,0
	10	+cc_p1,0.0006843355986251493,0.0020270982718343816,0.3375936964347928,0.7357473348638583,-0.0032940011772006257,0.004662672374450925,1
	11	+cc_p2,-0.0011310774955018842,0.0006342806172551846,-1.783244615603361,0.0748800814724182,-0.0023759021499752415,0.0001137471589714729,2
	12	+cc_p3,0.0003656098834677039,0.0008026448396656988,0.4555064275003379,0.6488537289360368,-0.0012096425490052505,0.0019408623159406584,3
	13	+cc_p4,0.001442972722446169,0.0010068547128894484,1.4331488982210345,0.15215912699341128,-0.0005330573437117984,0.003419002788604136,4
	14	+cc_p5,2.4380333449619137e-05,0.0008367038256160894,0.029138546643631257,0.9767604890637422,-0.0016177154870506737,0.001666476153949912,5
	15	+cc_p6,0.0004418299279328603,0.0007377070158019025,0.5989233102962728,0.5493732505479301,-0.0010059770143983392,0.0018896368702640597,6
	16	+cc_p7,0.004153116367431904,0.000780133623453835,5.323596166827269,1.2824316519832735e-07,0.0026220439338117824,0.005684188801052025,7
	17	+cc_p8,-0.0007712141956522827,0.0010009815091744606,-0.7704579840723792,0.44122846210633937,-0.002735717646324505,0.0011932892550199398,8
	18	+cc_p9,-0.0012219516926584952,0.0007450281766644035,-1.640141582469197,0.10132170683864183,-0.002684126978106414,0.00024022359278942315,9
	19	+cc_p10,-0.000869946777160274,0.0008469097466297415,-1.0272012816267706,0.30459895146785176,-0.0025320725051711894,0.0007921789508506412,10
	20	+cc_p11,0.00040860250252983956,0.0007210633369824868,0.5666665902606607,0.5710806102514752,-0.0010065399358390559,0.0018237449408987348,11
	21	+cc_p12,0.0002742851842215894,0.0008078937852569576,0.3395064911092869,0.7343066316658398,-0.0013112687089995492,0.0018598390774427279,12
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	23	+cc_p14,0.005677946304516779,0.001072524276663168,5.294002595616742,1.501114372803869e-07,0.003573034652180453,0.007782857956853104,14

modified results/competition/eventstudy_dealer_dow_fe.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.0011855023305778903,0.0013676839207729073,0.8667955457924355,0.3862825329918831,-0.0014986789661671435,0.003869683627322924,-7
3		−cc_m6,0.0023306015868701686,0.0008082785795514225,2.8834137707368206,0.004026596902474644,0.0007442948292638474,0.00391690834447649,-6
4		−cc_m5,0.0010904010787013412,0.00048584763825995354,2.2443272187276135,0.025050994557220374,0.00013688899606448626,0.002043913161338196,-5
5		−cc_m4,0.0014305326582674217,0.000614039834577875,2.329706604866847,0.02003961501620677,0.00022543386724053214,0.002635631449294311,-4
6		−cc_m3,4.8706684418271505e-06,0.0005455736264493854,0.008927609777484392,0.9928788493474459,-0.0010658581029289935,0.0010755994398126479,-3
7		−cc_m2,-0.0007757634127739608,0.0005445707822632338,-1.4245410110874688,0.15463275836038548,-0.0018445240279303717,0.00029299720238245,-2
8		−cc_m1,-0.00031346897203399373,0.0010283698775360776,-0.3048212310390203,0.7605720101097027,-0.0023317212520333067,0.0017047833079653193,-1
9		−cc_p0,0.005520239166829862,0.001970313222256877,2.8017064010293526,0.0051911712917427355,0.0016533530979181174,0.009387125235741606,0
10		−cc_p1,-5.8614291999277003e-05,0.0018090615554905306,-0.03240038561506196,0.9741598598551533,-0.0036090319858506576,0.0034918034018521036,1
11		−cc_p2,-0.0016387004278449148,0.0007122228597375767,-2.3008253743058806,0.02162681975527425,-0.0030364906995485573,-0.00024091015614127243,2
12		−cc_p3,-0.00030560154682379324,0.000582867796328023,-0.5243067960677117,0.6001928530499474,-0.001449522897083236,0.0008383198034356495,3
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17		−cc_p8,0.0004458514702669446,0.0006546930499718083,0.6810084058264303,0.49603941996645906,-0.0008390322760084327,0.001730735216542322,8
18		−cc_p9,-0.0004956217600056062,0.0006667461823281329,-0.7433439787761553,0.45746531666314905,-0.0018041606739309444,0.0008129171539197321,9
19		−cc_p10,-0.0004499992275540965,0.0006680655002158724,-0.6735854903578885,0.50074592127317,-0.0017611274008433458,0.0008611289457351527,10
20		−cc_p11,0.0009268912048264381,0.0006947514162834221,1.3341335952718882,0.1824938443228985,-0.0004366100611833462,0.0022903924708362225,11
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22		−cc_p13,0.0003394491762001744,0.0007641555456100174,0.4442147651093674,0.6569929330510678,-0.0011602628494930625,0.0018391612018934112,13
23		−cc_p14,0.0032606251620528074,0.0009005841392544512,3.620566940865866,0.000310188264211142,0.0014931618863524266,0.005028088437753188,14
	2	+cc_m7,0.0011855023305779346,0.0013676847578195028,0.8667950152986853,0.3862830748557593,-0.001498684541549322,0.003869689202705191,-7
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	5	+cc_m4,0.0014305326582674147,0.0006140402103852147,2.3297051790305034,0.02003993097574308,0.00022543136409055187,0.0026356339524442776,-4
	6	+cc_m3,4.870668441884903e-06,0.0005455739603540665,0.008927604313673508,0.9928788558578876,-0.0010658603269752078,0.0010756016638589776,-3
	7	+cc_m2,-0.0007757634127739043,0.000544571115556159,-1.4245401392279748,0.15463338754510803,-0.001844526247892409,0.00029299942234460043,-2
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	9	+cc_p0,0.005520239166829675,0.0019703144281318615,2.8017046863244297,0.005191317895361536,0.001653345065892104,0.009387133267767245,0
	10	+cc_p1,-5.8614291999006875e-05,0.0018090626626737522,-0.03240036578521627,0.9741598834794924,-0.003609039360525878,0.0034918107765278643,1
	11	+cc_p2,-0.0016387004278446721,0.0007122232956311282,-2.3008239661587555,0.02162714800623111,-0.0030364936029358153,-0.00024090725275352867,2
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	13	+cc_p4,0.0008985096362608935,0.0008412304369207027,1.0680897847085271,0.28576357924214246,-0.0007524700082124303,0.0025494892807342174,4
	14	+cc_p5,0.000457840228258562,0.0007443399963222843,0.6150955618678408,0.538645561929034,-0.0010029844501657631,0.001918664906682887,5
	15	+cc_p6,0.0005391364637317123,0.0005846139641634449,0.9222093497256625,0.35666408929665816,-0.0006082135516121648,0.0016864864790755894,6
	16	+cc_p7,0.0016547820977560026,0.0006242249689966337,2.650938651838719,0.0081664536874273,0.0004296924289158579,0.0028798717665961472,7
	17	+cc_p8,0.00044585147026692293,0.0006546934506465527,0.6810079890468057,0.4960398741134915,-0.000839034944856151,0.001730737885389997,8
	18	+cc_p9,-0.0004956217600055173,0.0006667465903951557,-0.743343523829317,0.4574658029213732,-0.0018041633919438286,0.0008129198719327939,9
	19	+cc_p10,-0.00044999922755402816,0.0006680659090874606,-0.6735850781080883,0.5007463714425322,-0.0017611301242288148,0.0008611316691207586,10
	20	+cc_p11,0.0009268912048263905,0.0006947518414858738,1.3341327787545516,0.18249447884535352,-0.0004366128933517131,0.002290395303004494,11
	21	+cc_p12,0.001189142584957372,0.0007694680612749544,1.5454086333187715,0.12259550792481244,-0.00032099785989799174,0.002699283029812736,12
	22	+cc_p13,0.0003394491761996935,0.000764156013296224,0.44421449323609064,0.6569932456898959,-0.0011602659646028923,0.0018391643170022791,13
	23	+cc_p14,0.003260625162052528,0.0009005846904427065,3.620564724956273,0.0003102090535822555,0.0014931582150792659,0.005028092109025791,14

modified results/competition/eventstudy_dealer_dow_fe_firstcut.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,-0.009785568550553679,0.0034481826447644503,-2.8378915964360534,0.004666941726250151,-0.016555075429330185,-0.0030160616717771734,-7
3		−cc_m6,-0.006183528587324767,0.001895871069660092,-3.261576531379532,0.0011592931419559527,-0.009905521755762071,-0.0024615354188874615,-6
4		−cc_m5,-0.005285370166112276,0.0017275654738044567,-3.0594326213713896,0.002298497758622897,-0.008676944094544638,-0.0018937962376799132,-5
5		−cc_m4,-0.007165101397180121,0.0017068632298196623,-4.197818121570963,3.0265903449677722e-05,-0.010516032471825733,-0.00381417032253451,-4
6		−cc_m3,-0.008388951744227355,0.0020073850002575544,-4.179044748840419,3.2811670715560126e-05,-0.012329870183750612,-0.0044480333047041,-3
7		−cc_m2,-0.010352708140806589,0.0018508303948812663,-5.593547722923975,3.143716642561856e-08,-0.01398627700312341,-0.006719139278489769,-2
8		−cc_m1,-0.004286846890541203,0.002940291678448538,-1.4579665418783154,0.14527865597909706,-0.010059257111643741,0.0014855633305613349,-1
9		−cc_p0,0.017698412713532136,0.004980708128496648,3.5533928624069238,0.00040469292738620766,0.007920236378171758,0.027476589048892514,0
10		−cc_p1,0.003135152962347562,0.004474764559304733,0.7006297025903608,0.48375677245940274,-0.00564974986497584,0.011920055789670963,1
11		−cc_p2,-0.00517440975636979,0.002026898766909834,-2.552870345990976,0.010885715521178119,-0.009153637819016989,-0.0011951816937225915,2
12		−cc_p3,0.0007140923452447535,0.0023133100089980873,0.3086885642076275,0.7576462744476322,-0.0038274211509827186,0.005255605841472225,3
13		−cc_p4,0.0049304521816563385,0.0020638226240322316,2.388990276704776,0.017147042080524866,0.0008787348310183912,0.008982169532294287,4
14		−cc_p5,0.001998403330498302,0.0019113832645393728,1.0455272720931248,0.2961244689302076,-0.0017540435350770173,0.005750850196073621,5
15		−cc_p6,0.003070468194755744,0.0018772723032920184,1.6356008605524706,0.10235303770729542,-0.0006150116883262744,0.006755948077837762,6
16		−cc_p7,0.006545205515335979,0.002030942426015645,3.2227430140284827,0.0013259504968750058,0.002558038900427409,0.01053237213024455,7
17		−cc_p8,0.0031664447777507826,0.0024923679745299464,1.270456373260038,0.20432575689164167,-0.0017265971188669912,0.008059486674368557,8
18		−cc_p9,-0.0004588164014969321,0.002424140360412435,-0.18926973412499537,0.8499338815660593,-0.005217913159276924,0.00430028035628306,9
19		−cc_p10,-0.0012642691987351374,0.002567689990671874,-0.49237610588820446,0.6226011275873304,-0.006305184035659682,0.0037766456381894066,10
20		−cc_p11,0.0038907549129783827,0.002182732046610382,1.7825160532280777,0.07507948532136632,-0.0003944066130475302,0.008175916439004297,11
21		−cc_p12,-0.0014703966081780438,0.0027881955996208636,-0.5273649411031232,0.5980999800072391,-0.006944210276275424,0.0040034170599193356,12
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23		−cc_p14,0.010415547497978716,0.0033131107396886113,3.1437366017405264,0.0017354092584449532,0.003911215142926664,0.01691987985303077,14
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	4	+cc_m5,0.0013535503876288743,0.0004588258066175025,2.950031075207707,0.0032589151231428026,0.0004530693376832743,0.002254031437574474,-5
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	21	+cc_p12,-0.0004191914328782663,0.0007613301819420487,-0.5506039860510541,0.5820404596160262,-0.0019133606615981467,0.0010749777958416144,12
	22	+cc_p13,-0.00032884468130280346,0.0006836479146957534,-0.48101467763439393,0.6306218246659023,-0.0016705564663409833,0.0010128671037353764,13
	23	+cc_p14,0.0033103149432470564,0.0010818703823035829,3.059807346050584,0.0022797904298275107,0.0011870608374161752,0.005433569049077937,14

modified results/competition/eventstudy_dow_fe.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.0012230162530917044,0.0014631284781722138,0.8358912230452481,0.4034355228339961,-0.0016484820779155641,0.004094514584098973,-7
3		−cc_m6,0.00297337158573866,0.0009554358655843718,3.1120577454145093,0.001915870558645727,0.0010982577223017896,0.004848485449175531,-6
4		−cc_m5,0.0012638431061395422,0.000551312690862724,2.29242520095413,0.022108573927240638,0.00018185099451508086,0.0023458352177640036,-5
5		−cc_m4,0.0011040124167593023,0.000671169363009403,1.6449088376279701,0.10033396888991186,-0.000213207317841386,0.0024212321513599907,-4
6		−cc_m3,-0.000374075625344806,0.0006240240262932189,-0.599457087520912,0.5490173337592981,-0.0015987691343166853,0.0008506178836270731,-3
7		−cc_m2,-0.0014427145672953937,0.0005914193036708658,-2.439410682641984,0.014901334553590662,-0.0026034188859878245,-0.00028201024860296316,-2
8		−cc_m1,-0.00037319313149012295,0.001069509477105585,-0.3489385923910614,0.7272161314920533,-0.0024721849318148983,0.0017257986688346523,-1
9		−cc_p0,0.005449759619718737,0.0020072516726825167,2.7150355353474973,0.006752347295678529,0.0015103790977704932,0.009389140141666981,0
10		−cc_p1,0.0005087375882558505,0.0018372418968146127,0.27690288858418344,0.7819175581764253,-0.0030969861188995737,0.004114461295411274,1
11		−cc_p2,-0.0017545343972236362,0.0007349359000081249,-2.387329829995023,0.017174523041477263,-0.00319690069776,-0.0003121680966872728,2
12		−cc_p3,-0.0006844544808482739,0.0007173678680769895,-0.9541192340870455,0.34027666315269545,-0.0020923422136293595,0.0007234332519328115,3
13		−cc_p4,0.0006105576609314272,0.0009487234612208711,0.6435570383657709,0.5200248624420762,-0.0012513826102923272,0.0024724979321551813,4
14		−cc_p5,3.0301818956919844e-05,0.0008260250017042484,0.036683900480495586,0.9707450909319641,-0.001590833610466964,0.0016514372483808035,5
15		−cc_p6,0.0007143676495553629,0.0006593484819255202,1.0834447475622726,0.27889804293988574,-0.0005796527277709674,0.002008388026881693,6
16		−cc_p7,0.001737845148493905,0.0006981677572594438,2.489151254013167,0.012982547781897447,0.0003676390595262263,0.0031080512374615835,7
17		−cc_p8,0.0010671002215603346,0.0007819569905320052,1.364653343445823,0.1726993678332891,-0.0004675484622224655,0.0026017489053431347,8
18		−cc_p9,-0.00045362401153946596,0.000718535752423832,-0.6313172448403006,0.5279916529263375,-0.001863803804110787,0.0009565557810318553,9
19		−cc_p10,-0.0004827125825773821,0.0007715370042274632,-0.625650590875703,0.5317010219154561,-0.0019969112691596703,0.0010314861040049061,10
20		−cc_p11,0.0007521801790357521,0.0007191434348121635,1.0459390194283253,0.2958669287727589,-0.0006591922353660569,0.0021635525934375613,11
21		−cc_p12,0.0009241977571252911,0.0008200608401714168,1.1269868183586313,0.2600451365394332,-0.0006852325622259774,0.00253362807647656,12
22		−cc_p13,0.0006122673954056753,0.0008700687391074602,0.7037000272343489,0.4817996159783666,-0.001095307140584323,0.0023198419313956737,13
23		−cc_p14,0.0035465474498485475,0.0010119001326928825,3.5048393959692707,0.000479169017918446,0.0015606182676050988,0.0055324766320919965,14
	2	+cc_m7,0.0012230142101632433,0.001463130299591074,0.8358887861901705,0.4034371344732359,-0.0016484919025723348,0.004094520322898821,-7
	3	+cc_m6,0.002973373742338853,0.0009554363588956291,3.1120583957844348,0.0019159307245795176,0.0010982561634975104,0.004848491321180195,-6
	4	+cc_m5,0.001263843548721266,0.0005513130476670477,2.2924245200968545,0.022108863963438585,0.00018184915160621476,0.002345837945836317,-5
	5	+cc_m4,0.0011040115534723804,0.0006711699310235907,1.644906159292133,0.10033490133273149,-0.00021321122576826806,0.0024212343327130285,-4
	6	+cc_m3,-0.00037407670571641726,0.0006240244803122992,-0.5994583826730754,0.5490166348256802,-0.0015987729000432108,0.0008506194886103763,-3
	7	+cc_m2,-0.00144271551499395,0.0005914198562832687,-2.4394100057116472,0.014901571892713461,-0.0026034226187872664,-0.0002820084112006335,-2
	8	+cc_m1,-0.0003731935361199739,0.0010695101863022977,-0.3489387393403381,0.7272161099933225,-0.002472189803546292,0.0017258027313063443,-1
	9	+cc_p0,0.005449758490014579,0.00200725323022825,2.7150328657809024,0.006752539911154987,0.0015103691396473745,0.009389147840381784,0
	10	+cc_p1,0.0005087448154583706,0.0018372427829043607,0.27690668875788627,0.7819147102110175,-0.003096985913488787,0.004114475544405528,1
	11	+cc_p2,-0.0017545306820135986,0.0007349379587373331,-2.3873180874042568,0.017175292236409012,-0.003196903136186329,-0.000312158227840868,2
	12	+cc_p3,-0.0006844521087335531,0.0007173692311414695,-0.954114114490889,0.34027953158064994,-0.0020923445793404943,0.0007234403618733884,3
	13	+cc_p4,0.0006105609373097092,0.0009487255114393652,0.6435591010759188,0.5200237034349873,-0.0012513860855683785,0.002472507960187797,4
	14	+cc_p5,3.0304642459566422e-05,0.0008260249248276659,0.036687322075528044,0.9707423723324045,-0.0015908330112254913,0.001651442296144624,5
	15	+cc_p6,0.0007143697661711185,0.000659349079613783,1.0834469755983647,0.27889737062504905,-0.0005796536800432855,0.0020083932123855226,6
	16	+cc_p7,0.0017378462489583846,0.0006981681488081911,2.489151434256887,0.012982737242861697,0.00036763738404709304,0.003108055113869676,7
	17	+cc_p8,0.0010671033669168869,0.0007819567036558702,1.3646578665134206,0.17269831705755756,-0.0004675470022743962,0.00260175373610817,8
	18	+cc_p9,-0.0004536224029660482,0.0007185357698034603,-0.6313149908878255,0.5279933001004131,-0.0018638042957109804,0.000956559489778884,9
	19	+cc_p10,-0.0004827118684269469,0.0007715375811818563,-0.6256491973955688,0.5317021082512188,-0.0019969139057903445,0.0010314901689364507,10
	20	+cc_p11,0.0007521802676688918,0.0007191438858980027,1.0459384866070802,0.29586748011432284,-0.0006591950998357522,0.002163555635173536,11
	21	+cc_p12,0.0009241977745353617,0.0008200613305974792,1.1269861656103342,0.2600457391069684,-0.0006852358653030536,0.002533631414373777,12
	22	+cc_p13,0.0006122680505804749,0.0008700690882714766,0.7037004978499325,0.4817995209703141,-0.0010953096724508158,0.002319845773611766,13
	23	+cc_p14,0.003546547147083612,0.0010119007025174386,3.5048371231094118,0.00047919794347217604,0.001560613936916103,0.00553248035725112,14

modified results/competition/eventstudy_firstcut.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,-0.002253311623153832,0.0032075704302996218,-0.7024979410797687,0.48259201396536877,-0.008550446180408903,0.004043822934101238,-7
3		−cc_m6,-0.00867267898613712,0.00245752646240401,-3.529027710917628,0.0004431513252509678,-0.013497319675422788,-0.003848038296851452,-6
4		−cc_m5,-0.010289003249053701,0.0020559401496703066,-5.004524694312556,7.02023004395258e-07,-0.014325245646676659,-0.006252760851430743,-5
5		−cc_m4,-0.00530744830343835,0.002085298775288127,-2.545174037569277,0.011126411526531488,-0.009401327850408087,-0.0012135687564686134,-4
6		−cc_m3,-0.005760757053488481,0.002130276979986837,-2.7042291249488493,0.007005323388521001,-0.009942938264688575,-0.001578575842288387,-3
7		−cc_m2,-0.013010682600534628,0.002019988978369408,-6.440967124007388,2.1497004176751489e-10,-0.01697634529676299,-0.009045019904306267,-2
8		−cc_m1,-0.006623691503957036,0.003419026461533928,-1.9373033752378013,0.053092649549126625,-0.013335958670319361,8.85756624052882e-05,-1
9		−cc_p0,0.026162117223121114,0.004693955400184186,5.573576012693802,3.509927481992747e-08,0.016946896730533893,0.035377337715708335,0
10		−cc_p1,-0.0002412302759736918,0.0063860226453249175,-0.037774729181439995,0.9698775924244989,-0.012778334217143453,0.012295873665196069,1
11		−cc_p2,-0.01155498833477535,0.0021016729821107184,-5.497995374699364,5.3095872143416045e-08,-0.015681013889407514,-0.007428962780143188,2
12		−cc_p3,0.0016935474026374354,0.002650174029238453,0.6390325253938469,0.5230016791598338,-0.0035093009291132984,0.00689639573438817,3
13		−cc_p4,0.007757456875089256,0.0026130880896097497,2.968693212423539,0.003088337463158064,0.0026274160333372275,0.012887497716841284,4
14		−cc_p5,0.0003186396449352228,0.002256411933662606,0.14121519221803053,0.887738797295146,-0.004111170977038325,0.0047484502669087715,5
15		−cc_p6,0.000716941232520684,0.0022669084885021625,0.31626386162345527,0.7518923999991016,-0.00373347633157576,0.005167358796617128,6
16		−cc_p7,0.012044059170710678,0.002581850242271626,4.664894568057433,3.670909135999878e-06,0.00697534478530361,0.017112773556117747,7
17		−cc_p8,-0.0026366535173581356,0.003416143476658753,-0.771821656605882,0.44046915629469785,-0.009343260778792412,0.004069953744076141,8
18		−cc_p9,-0.0073299807665459125,0.0030081619516677087,-2.436697519720376,0.015059372684890215,-0.013235634591237494,-0.0014243269418543307,9
19		−cc_p10,-0.001219092030632005,0.0028990344188345413,-0.4205165770753766,0.6742315411008217,-0.006910505584350789,0.004472321523086778,10
20		−cc_p11,0.004113745409527339,0.0026978353371197444,1.5248319098374792,0.12773294100431376,-0.001182672081630821,0.0094101629006855,11
21		−cc_p12,-0.0037831710900687074,0.003128017785295974,-1.209446796579113,0.22688170585806477,-0.009924127093848734,0.0023577849137113196,12
22		−cc_p13,-0.00513858213436243,0.003192518676607059,-1.6095699524062317,0.10792291265824483,-0.011406166937252209,0.0011290026685273477,13
23		−cc_p14,0.014907721347740521,0.003974106570501226,3.7512132810923378,0.00018989164639227063,0.00710571532382913,0.022709727371651913,14
	2	+cc_m7,0.0034110779728675823,0.001167897854341714,2.920698895187403,0.003578822798400827,0.0011189883150084755,0.005703167630726689,-7
	3	+cc_m6,0.0006303203088556052,0.0009125648466149553,0.6907128969450218,0.4899223151543368,-0.0011606586190326539,0.0024212992367438646,-6
	4	+cc_m5,0.00047189463201228646,0.0005426941322604009,0.8695406932939848,0.38478100267465987,-0.0005931844785542911,0.0015369737425788641,-5
	5	+cc_m4,0.0006475221655278459,0.0005806226264956007,1.115220344470596,0.2650507564248008,-0.0004919945416585761,0.001787038872714268,-4
	6	+cc_m3,5.8532283602765093e-05,0.0005552423343463325,0.10541754470446335,0.9160677520579514,-0.001031173641816642,0.001148238209022172,-3
	7	+cc_m2,-0.0018024941616746628,0.0005280435577873383,-3.4135330979657375,0.0006695967242325018,-0.0028388203893529255,-0.0007661679339963999,-2
	8	+cc_m1,-0.00032353560808777134,0.000955617127077858,-0.33856196055955745,0.7350179285682488,-0.002199007958435386,0.001551936742259843,-1
	9	+cc_p0,0.007294171546721499,0.0016733316293030764,4.35907110042463,1.455252128734763e-05,0.0040101291046228706,0.010578213988820128,0
	10	+cc_p1,-0.0005334646017579306,0.001710728831806256,-0.3118346939851813,0.7552376651142068,-0.003890901939456153,0.0028239727359402923,1
	11	+cc_p2,-0.0022368459889156203,0.0005632285758766849,-3.9714710593898603,7.707507707954697e-05,-0.0033422255295821445,-0.0011314664482490963,2
	12	+cc_p3,-0.00010765492430573797,0.000800372319431172,-0.13450605635918142,0.8930321976064428,-0.0016784473604635436,0.0014631375118520674,3
	13	+cc_p4,0.0013825057003733138,0.0007435066445571318,1.8594396035247276,0.06328776898339372,-7.668346090782658e-05,0.002841694861654454,4
	14	+cc_p5,-0.00010953128584292326,0.0006557452165027536,-0.16703329751619062,0.8673809986325041,-0.0013964818726163908,0.0011774193009305442,5
	15	+cc_p6,0.0002843332168723292,0.0006571300197724934,0.43268943484086886,0.6653430422384998,-0.001005335153173828,0.0015740015869184865,6
	16	+cc_p7,0.0033324053721788304,0.0008017884907848176,4.156215024883881,3.5412961176595203e-05,0.0017588335904632087,0.004905977153894452,7
	17	+cc_p8,-0.0009617094928157377,0.0009162535951001558,-1.0496106077604128,0.29417615029670996,-0.00275992787424177,0.0008365088886102944,8
	18	+cc_p9,-0.0015065475793489807,0.0007815322061842927,-1.9276845757956167,0.054205658618871944,-0.0030403648394967176,2.726968079875625e-05,9
	19	+cc_p10,-0.0008561368788867706,0.0008005286763208357,-1.069464348012498,0.28514438846985035,-0.0024272361775055365,0.000714962419731995,10
	20	+cc_p11,0.00047592147895534546,0.0007267836800698275,0.6548323689789238,0.5127413482298202,-0.0009504475741223251,0.001902290532033016,11
	21	+cc_p12,-0.0008834875313677766,0.0008363613667585768,-1.0563466540687347,0.2910905281482936,-0.0025249112499349862,0.000757936187199433,12
	22	+cc_p13,-0.000870597198913178,0.000763972225498081,-1.1395665573386278,0.2547671200551136,-0.0023699516419802566,0.0006287572441539007,13
	23	+cc_p14,0.0044512910979869254,0.0012059597455118234,3.691077678631591,0.0002365963217174638,0.002084502041729882,0.006818080154243969,14

modified results/competition/eventstudy_main.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.004215101408807976,0.0014775131216297702,2.852835177638565,0.004431309638764924,0.0013153721464117512,0.007114830671204201,-7
3		−cc_m6,0.0010227046741625755,0.0011174174077426854,0.9152396115150553,0.36030830882734266,-0.0011703099990122312,0.0032157193473373825,-6
4		−cc_m5,0.00028534845977386096,0.0006249287751846971,0.45660957072992275,0.6480606627853527,-0.000941120686109348,0.00151181760565707,-5
5		−cc_m4,0.000980475815802045,0.0006893409192910907,1.4223380454628367,0.15527080920023573,-0.0003724069479263759,0.002333358579530466,-4
6		−cc_m3,-0.00036610756836122376,0.0006081926614645356,-0.6019598583771664,0.5473508024359699,-0.0015597308477795636,0.000827515711057116,-3
7		−cc_m2,-0.0018006764920446422,0.0005893715584719233,-3.0552483677924602,0.002314299027061484,-0.0029573619586616643,-0.0006439910254276201,-2
8		−cc_m1,-0.0006617304194695431,0.0011967411281396782,-0.5529436600028915,0.5804377926056974,-0.003010423786708045,0.001686962947768959,-1
9		−cc_p0,0.008859857232535049,0.0020538370264469486,4.313807336438095,1.780164325082545e-05,0.0048290494931007115,0.012890664971969387,0
10		−cc_p1,-0.0011443238750779607,0.002048587393557327,-0.55859168062675,0.5765778364522813,-0.005164828819982744,0.0028761810698268225,1
11		−cc_p2,-0.002429550039956297,0.0006711172367992905,-3.6201574132462593,0.00031067260075867686,-0.003746667472997298,-0.0011124326069152958,2
12		−cc_p3,-0.0007572458900792266,0.000836050796435241,-0.9057414852159423,0.3653124445554943,-0.0023980576864569073,0.0008835659062984538,3
13		−cc_p4,0.0006705568621060159,0.0010520099523562063,0.6374054357605241,0.5240211203227876,-0.0013940908208969266,0.0027352045451089586,4
14		−cc_p5,-0.00043311041138595336,0.0008388835255243693,-0.5162938574997342,0.6057746163005977,-0.0020794816490382574,0.0012132608262663508,5
15		−cc_p6,0.00030700482908803585,0.0007334589153298548,0.418571269189588,0.6756282565063798,-0.0011324627792952814,0.0017464724374713532,6
16		−cc_p7,0.0044655975201398825,0.000771004017304119,5.791925100149573,9.579276705196094e-09,0.002952444859989083,0.005978750180290682,7
17		−cc_p8,-0.0005859737835928647,0.0010176667015045502,-0.5758012743529318,0.5648918739921045,-0.0025832202855149158,0.0014112727183291864,8
18		−cc_p9,-0.0010953909609043386,0.0007646260408998784,-1.4325839067881958,0.15232020335128382,-0.0025960263685559874,0.00040524444674731007,9
19		−cc_p10,-0.0007322588652560102,0.0008855170314921977,-0.8269280422783852,0.4084946228660109,-0.0024701518226706957,0.001005634092158675,10
20		−cc_p11,0.0005923864022707967,0.0007228583947793405,0.8195054613035634,0.41271266471535295,-0.0008262768970427964,0.00201104970158439,11
21		−cc_p12,0.0004822650718576879,0.0008257669381775434,0.5840208048557145,0.5593510509267317,-0.0011383638887240658,0.0021028940324394414,12
22		−cc_p13,0.0003803826413688817,0.0009743428130862273,0.3903991862617851,0.6963327570034039,-0.0015318375110958957,0.002292602793833659,13
23		−cc_p14,0.005858402459977514,0.001077127776530718,5.438911322894886,6.890866011133312e-08,0.0037444591810842187,0.007972345738870809,14
	2	+cc_m7,0.004215103031289782,0.0014775136662628647,2.852835224158172,0.004431417624201517,0.0013153684515944892,0.007114837610985075,-7
	3	+cc_m6,0.0010227067231085864,0.0011174181450225678,0.9152408412769524,0.36030793038311226,-0.0011703126100367505,0.0032157260562539233,-6
	4	+cc_m5,0.0002853490760119909,0.0006249290784995532,0.4566103352033329,0.6480602332682084,-0.0009411224620589621,0.0015118206140829439,-5
	5	+cc_m4,0.0009804764687933456,0.0006893413757582527,1.4223380508893055,0.155271184503883,-0.00037240917290555574,0.0023333621104922467,-4
	6	+cc_m3,-0.0003661061560969632,0.0006081930645944724,-0.601957137313089,0.5473527778845915,-0.0015597319754751256,0.0008275196632811991,-3
	7	+cc_m2,-0.0018006756843238286,0.0005893721271786342,-3.0552440491948434,0.002314404696596384,-0.002957363961740008,-0.0006439874069076488,-2
	8	+cc_m1,-0.0006617300096538603,0.0011967417918697387,-0.5529430108895933,0.5804383862881721,-0.0030104281206016874,0.0016869681012939668,-1
	9	+cc_p0,0.00885985622373737,0.002053838427100537,4.313803903379627,1.7803920314918287e-05,0.004829039829846326,0.012890672617628414,0
	10	+cc_p1,-0.0011443339847180124,0.002048589059815016,-0.5585961612141693,0.5765749303078787,-0.005164848090253344,0.00287618012081732,1
	11	+cc_p2,-0.002429557617450837,0.00067111754566187,-3.6201670380331916,0.0003106794003939761,-0.0037466775863768875,-0.0011124376485247868,2
	12	+cc_p3,-0.0007572527084370625,0.0008360512954412774,-0.9057491000446042,0.36530867899440467,-0.002398067888117983,0.0008835624712438579,3
	13	+cc_p4,0.0006705478121700984,0.0010520107478712859,0.6373963512510998,0.5240272098660688,-0.0013941044570230244,0.002735200081363221,4
	14	+cc_p5,-0.00043311843476265304,0.00083888409653104,-0.5163030704166257,0.6057683232579776,-0.0020794932051701755,0.0012132563356448696,5
	15	+cc_p6,0.00030699908935462734,0.000733459659044322,0.41856301920495365,0.6756343933987914,-0.0011324720876002624,0.001746470266309517,6
	16	+cc_p7,0.004465592895129925,0.0007710043052180326,5.791916938605288,9.583015714298426e-09,0.002952437452994801,0.005978748337265049,7
	17	+cc_p8,-0.0005859747111308705,0.0010176671911656476,-0.5758019087356923,0.5648916019187755,-0.0025832251002310966,0.0014112756779693558,8
	18	+cc_p9,-0.0010953937325325618,0.0007646265754097064,-1.4325865301577072,0.15231983108974245,-0.002596032387792926,0.0004052449227278027,9
	19	+cc_p10,-0.0007322615265796899,0.0008855175696510043,-0.8269305451141812,0.40849344334622195,-0.002470158086372268,0.0010056350332128883,10
	20	+cc_p11,0.0005923851483335211,0.0007228586913523473,0.8195033903863947,0.4127140811570127,-0.0008262808115214797,0.0020110511081885218,11
	21	+cc_p12,0.0004822637216607717,0.0008257674485606964,0.5840188088079181,0.5593525524538729,-0.0011383686149826705,0.002102896058304214,12
	22	+cc_p13,0.0003803806556681125,0.0009743434760997268,0.39039688261758265,0.6963345600793571,-0.0015318435996195781,0.002292604910955803,13
	23	+cc_p14,0.005858401836475951,0.0010771284515689605,5.4389073354645125,6.892879556019693e-08,0.003744454135614226,0.007972349537337676,14

modified results/competition/eventstudy_main_10km.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.0059230003631768535,0.0014501598501644153,4.084377568793757,4.8088651988020814e-05,0.00307695392804572,0.008769046798307987,-7
3		−cc_m6,0.002246064680045967,0.0017014308647038468,1.3201034062802897,0.18713245129725786,-0.0010931197874894235,0.005585249147581357,-6
4		−cc_m5,-0.0007426062836961843,0.0009210054045383184,-0.8062995939404264,0.4202807824809762,-0.0025501478095670055,0.0010649352421746366,-5
5		−cc_m4,0.0017824588553019445,0.0012775580129360737,1.3952077614115634,0.1632935928131254,-0.0007248436520579772,0.004289761362661866,-4
6		−cc_m3,0.0009258531071489162,0.0011889845944078466,0.7786922652349599,0.4363634458031782,-0.0014076174864250475,0.0032593237007228796,-3
7		−cc_m2,-0.001122705965497383,0.0009648283345023457,-1.1636328716200794,0.24487783426979925,-0.00301625324693162,0.0007708413159368541,-2
8		−cc_m1,-2.489703061698866e-05,0.0019959209125728,-0.01247395648803322,0.9900502149240655,-0.003942040094112683,0.0038922460328787056,-1
9		−cc_p0,0.01802860780468989,0.005456857282500027,3.303844478855454,0.0009909025914196512,0.007319120009866608,0.028738095599513173,0
10		−cc_p1,0.0011323914385027512,0.004411806751990172,0.25667294651832334,0.7974892750548825,-0.007526107055691185,0.009790889932696688,1
11		−cc_p2,-0.0014775262833336994,0.001059357396126011,-1.3947382523942344,0.16343513776617669,-0.00355659387056031,0.0006015413038929108,2
12		−cc_p3,0.0012381922398061254,0.0010150583554508644,1.2198237009301307,0.2228477560334312,-0.0007539351892172797,0.0032303196688295305,3
13		−cc_p4,0.003193013570647791,0.0016155022097704057,1.9764835673617434,0.048401626732359926,2.2470471869924773e-05,0.006363556669425657,4
14		−cc_p5,-0.0004455005558433049,0.0015466838118344812,-0.28803595953778577,0.773384800222499,-0.003480982436304606,0.0025899813246179964,5
15		−cc_p6,0.0009200855929347508,0.0010655778952492435,0.8634615986657068,0.3881112410754519,-0.0011711901859283915,0.0030113613717978934,6
16		−cc_p7,0.006624514273546138,0.0016977944349705137,3.9018353088553908,0.00010250008547285638,0.003292466569504775,0.0099565619775875,7
17		−cc_p8,-0.001227878702190878,0.0013837017047779745,-0.8873868536484174,0.3751051270431094,-0.003943496089971775,0.0014877386855900187,8
18		−cc_p9,-0.003845919197050464,0.0009847654302426025,-3.905416537726147,0.000101018606369907,-0.005778594509957916,-0.001913243884143012,9
19		−cc_p10,-0.0010406601877600446,0.0016504240892302247,-0.6305410800477467,0.528498945451505,-0.004279740069247367,0.0021984196937272784,10
20		−cc_p11,-0.00023462921052500707,0.001145307933767133,-0.2048612461395142,0.8377263459923285,-0.0024823811129485837,0.0020131226918985693,11
21		−cc_p12,0.0001021710671190257,0.0012195535445495463,0.08377743443545446,0.9332518151402716,-0.002291293362008047,0.002495635496246099,12
22		−cc_p13,-0.0013372648318918288,0.001631022358820662,-0.8198936235667306,0.4124914445057253,-0.004538267376138536,0.0018637377123548785,13
23		−cc_p14,0.008119771440051705,0.0021851876485362055,3.715823419325524,0.0002148974811047033,0.0038311783470185877,0.012408364533084821,14
	2	+cc_m7,0.005923001293625743,0.001450159864730256,4.084378169387193,4.80929442425726e-05,0.003076950660144533,0.008769051927106954,-7
	3	+cc_m6,0.002246066271486291,0.0017014314605083671,1.3201038793623774,0.18713265851524485,-0.001093124257625081,0.005585256800597663,-6
	4	+cc_m5,-0.0007426063125873738,0.0009210058242173516,-0.8062992578992891,0.42028120778781064,-0.002550151310353018,0.0010649386851782705,-5
	5	+cc_m4,0.0017824597339805598,0.0012775591033215153,1.3952072583932575,0.16329411878338584,-0.0007248485868122081,0.004289768054773328,-4
	6	+cc_m3,0.0009258550865488281,0.0011889848644364889,0.7786937531687005,0.4363627921898623,-0.0014076194557620506,0.003259329628859707,-3
	7	+cc_m2,-0.001122706750698516,0.0009648284761545322,-1.1636335146048251,0.244877909165933,-0.0030162570843860993,0.0007708435829890674,-2
	8	+cc_m1,-2.4898590757626636e-05,0.0019959224645621277,-0.012474728452484738,0.9900496022102989,-0.003942050439187145,0.0038922532576718917,-1
	9	+cc_p0,0.018028606652315274,0.005456860769516016,3.3038421564701714,0.0009909521128321774,0.007319096323404986,0.02873811698122556,0
	10	+cc_p1,0.0011323833974831714,0.004411809849263037,0.25667094371085114,0.7974908846197608,-0.007526133860977359,0.009790900655943702,1
	11	+cc_p2,-0.0014775328064309922,0.0010593579123681944,-1.3947437303110977,0.16343386010634742,-0.0035566044528798817,0.000601538840017897,2
	12	+cc_p3,0.0012381849786475458,0.0010150590811520538,1.219815675401133,0.22285114517414728,-0.0007539467933009379,0.0032303167505960293,3
	13	+cc_p4,0.0031930044952575825,0.0016155032097708098,1.976476726227348,0.0484027341207216,2.245478871582907e-05,0.006363554201799336,4
	14	+cc_p5,-0.00044550856484684796,0.0015466851359649026,-0.28804089112094333,0.7733810986240497,-0.0034809974913230252,0.0025899803616293293,5
	15	+cc_p6,0.0009200805140760251,0.0010655785225173514,0.8634563240843126,0.3881143886532181,-0.0011711995597926518,0.003011360587944702,6
	16	+cc_p7,0.0066245096380736545,0.001697795570162633,3.9018299696936354,0.00010251024040308643,0.0032924548243226503,0.009956564451824659,7
	17	+cc_p8,-0.0012278805123066296,0.0013837025944789486,-0.8873875912395786,0.37510498815845716,-0.003943503624865278,0.0014877426002520185,8
	18	+cc_p9,-0.0038459227896570007,0.00098476613013517,-3.905417410252631,0.00010102609090267833,-0.005778602307734388,-0.0019132432715796132,9
	19	+cc_p10,-0.0010406645203046767,0.0016504250401395632,-0.6305433418634245,0.5284976409198672,-0.004279751013624626,0.002198421973015272,10
	20	+cc_p11,-0.0002346320149843874,0.0011453084403800326,-0.20486360417158242,0.8377245545634513,-0.002482388204872657,0.0020131241749038824,11
	21	+cc_p12,0.00010216731855923884,0.0012195542577556355,0.08377431172866301,0.933254317546715,-0.002291302016972094,0.0024956366540905715,12
	22	+cc_p13,-0.0013372676320887469,0.0016310231579120336,-0.8198949387086937,0.4124909312337208,-0.004538276434426219,0.0018637411702487252,13
	23	+cc_p14,0.008119769028781542,0.002185189132279862,3.715819792820398,0.0002149143795777686,0.003831166740537837,0.012408371317025248,14

modified results/competition/eventstudy_main_50km.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.004026767254569008,0.0011666972838340526,3.45142421291671,0.0005832971308137314,0.0017370371636713632,0.006316497345466653,-7
3		−cc_m6,0.0010442977390723715,0.001004425528758753,1.0396965321688825,0.2987570712125982,-0.0009269619776784729,0.003015557455823216,-6
4		−cc_m5,-0.0002244025228656547,0.000606332331372998,-0.37009823038384015,0.7113954189684155,-0.001414374766279524,0.0009655697205482145,-5
5		−cc_m4,0.0013031334757010074,0.0005432861043060605,2.3986136685117323,0.016657667724068403,0.00023689413647144707,0.0023693728149305677,-4
6		−cc_m3,-0.0006649290087108227,0.0005125796158513156,-1.2972209353399244,0.1948839560001714,-0.0016709045832305038,0.00034104656580885833,-3
7		−cc_m2,-0.002193031330420316,0.0005313803841367693,-4.127046078268224,4.011761267097569e-05,-0.003235904809367895,-0.0011501578514727365,-2
8		−cc_m1,-0.0008448168284253167,0.0007703137449999803,-1.0967178424491677,0.2730548881562447,-0.002356614777900434,0.0006669811210498008,-1
9		−cc_p0,0.006327999439092483,0.0012835046990798528,4.930250308883979,9.758227128564556e-07,0.0038090261184091697,0.008846972759775796,0
10		−cc_p1,-0.0019753788727409007,0.001695574704674355,-1.1650202537789591,0.24431609389953235,-0.005303070191177174,0.0013523124456953726,1
11		−cc_p2,-0.0027656653943448563,0.0006032599602154897,-4.584533330136707,5.185538859198147e-06,-0.003949607881122424,-0.001581722907567288,2
12		−cc_p3,-0.001044748141578079,0.0007403986690173751,-1.4110616149062278,0.15856822241094504,-0.002497835532112182,0.00040833924895602417,3
13		−cc_p4,0.0006091896331953549,0.0010426138276962696,0.5842907671207501,0.5591695171665756,-0.0014370174571450417,0.0026553967235357512,4
14		−cc_p5,-0.0004596260950852927,0.000697603749806881,-0.6588641405848692,0.510149687296821,-0.0018287252775284445,0.0009094730873578592,5
15		−cc_p6,0.001255815998630382,0.0007912667805313888,1.5870955656536183,0.11283838682105363,-0.0002971038396300167,0.0028087358368907803,6
16		−cc_p7,0.005365115344934985,0.000646930568812436,8.29318570427685,4.440892098500626e-16,0.004095466044592516,0.006634764645277454,7
17		−cc_p8,-0.0015078233034196598,0.0009421571434969405,-1.6003947046701517,0.10985813361041963,-0.003356876688312909,0.00034123008147358925,8
18		−cc_p9,-0.0016698019002221135,0.0006910322786179253,-2.416387702701445,0.01587125929692168,-0.003026004082276809,-0.0003135997181674178,9
19		−cc_p10,-0.0011029189575430063,0.0008679195591660826,-1.270761726585257,0.20413818894962343,-0.0028062755682402036,0.000600437653154191,10
20		−cc_p11,8.030803388821721e-05,0.0007665279664787575,0.10476856344476605,0.9165825424425988,-0.0014240600440018469,0.0015846761117782812,11
21		−cc_p12,-0.00012070893808373365,0.0007051211633294018,-0.17118893086937984,0.8641132678656289,-0.0015045616030169376,0.0012631437268494701,12
22		−cc_p13,0.00040847721687671697,0.0008401118944705289,0.4862176331096409,0.6269299344729715,-0.001240304786085251,0.0020572592198386847,13
23		−cc_p14,0.00546288610094891,0.0008642617760165714,6.320869732464212,4.0683700852639504e-10,0.0037667081614112877,0.007159064040486532,14
	2	+cc_m7,0.00402676982055341,0.0011666982925275986,3.4514234282709007,0.0005833274334738903,0.0017370343953165101,0.00631650524579031,-7
	3	+cc_m6,0.0010442993592768078,0.0010044261643017182,1.0396974873736087,0.2987569312532019,-0.0009269644928832049,0.0030155632114368205,-6
	4	+cc_m5,-0.00022440333689677862,0.000606332588106313,-0.3700994162257237,0.7113946304639711,-0.001414377827606644,0.0009655711538130868,-5
	5	+cc_m4,0.001303132178524476,0.0005432864043458965,2.3986099561858447,0.016658056412578892,0.00023689068828851496,0.002369373668760437,-4
	6	+cc_m3,-0.0006649291144060923,0.0005125801036971464,-1.2972199069181196,0.1948846711896277,-0.0016709071202230471,0.0003410488914108625,-3
	7	+cc_m2,-0.002193030990970549,0.0005313808726171985,-4.12704164560772,4.012220032656444e-05,-0.003235906956520241,-0.0011501550254208574,-2
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	12	+cc_p3,-0.0010447572537650872,0.0007403993752465463,-1.4110725760906977,0.15856536749117822,-0.0024978481592574193,0.00040833365172724474,3
	13	+cc_p4,0.0006091791774468515,0.0010426147623338205,0.5842802149503872,0.5591767716218377,-0.0014370327451048628,0.002655391099998566,4
	14	+cc_p5,-0.00045963625919547186,0.0006976044138294461,-0.6588780834575484,0.5101409205639933,-0.0018287387507113922,0.0009094662323204484,5
	15	+cc_p6,0.0012558080455236714,0.0007912673556494578,1.5870843610032757,0.112841306457788,-0.0002971151966445521,0.0028087312876918947,6
	16	+cc_p7,0.005365108467639364,0.0006469303663200856,8.293177669426075,4.440892098500626e-16,0.004095457704531263,0.006634759230747466,7
	17	+cc_p8,-0.0015078253833467439,0.0009421576299548415,-1.6003960859702588,0.1098582091130913,-0.0033568824320128264,0.0003412316653193387,8
	18	+cc_p9,-0.0016698052136471066,0.0006910327077551965,-2.416390996992645,0.015871332603254684,-0.0030260102248985668,-0.0003136002023956463,9
	19	+cc_p10,-0.0011029220197781408,0.0008679200569406198,-1.270764526016247,0.20413755034900682,-0.0028062821029965317,0.0006004380634402498,10
	20	+cc_p11,8.030522760074059e-05,0.0007665284715979712,0.10476483337054579,0.9165855268856413,-0.0014240660456854531,0.0015846765008869345,11
	21	+cc_p12,-0.00012071133660059632,0.0007051215435508805,-0.17119224012460765,0.864110708487797,-0.0015045667752404727,0.0012631441020392801,12
	22	+cc_p13,0.00040847478154395085,0.0008401124573274634,0.48621440853689596,0.6269323483495479,-0.001240310741710779,0.0020572603047986806,13
	23	+cc_p14,0.005462885750094619,0.0008642622190045767,6.320866086668183,4.070408454737162e-10,0.0037667044560761235,0.007159067044113114,14

modified results/competition/eventstudy_main_cluster_region.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,0.004215101408807976,0.0011105004389981054,3.795677390826468,0.0015871415438923897,0.0018609456433883627,0.006569257174227589,-7
3		−cc_m6,0.0010227046741625755,0.0007381790322520435,1.385442595196044,0.18492851425402645,-0.000542164968082549,0.0025875743164077,-6
4		−cc_m5,0.00028534845977386096,0.0005466195557297426,0.5220238770874523,0.6088056293219593,-0.0008734332330755883,0.0014441301526233103,-5
5		−cc_m4,0.000980475815802045,0.0004760300519204318,2.0596931051864162,0.05608280535404808,-2.8662813852647212e-05,0.0019896144454567373,-4
6		−cc_m3,-0.00036610756836122376,0.0008800962735752625,-0.41598581809006563,0.6829464794475899,-0.0022318283225383016,0.0014996131858158541,-3
7		−cc_m2,-0.0018006764920446422,0.0003650199303822953,-4.9330908867325265,0.00014981296145677447,-0.0025744841767834435,-0.001026868807305841,-2
8		−cc_m1,-0.0006617304194695431,0.0007978544113173636,-0.8293874296902592,0.419087591584439,-0.0023531062140282766,0.0010296453750891906,-1
9		−cc_p0,0.008859857232535049,0.0021226047170601163,4.174049535142026,0.0007163448906464254,0.004360136244687277,0.01335957822038282,0
10		−cc_p1,-0.0011443238750779607,0.001216765500013902,-0.9404637747083445,0.36096269040581674,-0.003723751506467031,0.0014351037563111097,1
11		−cc_p2,-0.002429550039956297,0.0007152872422805438,-3.3966075393854145,0.0036864609401623394,-0.003945891255332179,-0.0009132088245804146,2
12		−cc_p3,-0.0007572458900792266,0.0008065240222125758,-0.9389006021194978,0.3617404816411456,-0.002467000438716907,0.0009525086585584538,3
13		−cc_p4,0.0006705568621060159,0.0011077376570983572,0.6053390510010228,0.553443756996711,-0.0016777420673237285,0.0030188557915357605,4
14		−cc_p5,-0.00043311041138595336,0.0011201595983114428,-0.386650627320281,0.7041087019972272,-0.002807742679819933,0.0019415218570480264,5
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16		−cc_p7,0.0044655975201398825,0.000778274616204633,5.737817252626078,3.054214228237484e-05,0.0028157290369982928,0.006115466003281472,7
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18		−cc_p9,-0.0010953909609043386,0.000967063047584934,-1.1326986008201643,0.2740302884972716,-0.0031454730401606966,0.0009546911183520193,9
19		−cc_p10,-0.0007322588652560102,0.00043426359025173654,-1.6862082884534022,0.11115369429773048,-0.001652856551489514,0.0001883388209774936,10
20		−cc_p11,0.0005923864022707967,0.001085471404224616,0.5457411406373766,0.592771955602363,-0.0017087101796981032,0.002893482984239697,11
21		−cc_p12,0.0004822650718576879,0.0006778027325088086,0.7115124338207363,0.48701168924246074,-0.0009546125326143819,0.0019191426763297578,12
22		−cc_p13,0.0003803826413688817,0.0009058654327564374,0.4199107589428862,0.6801351759024481,-0.001539966289912845,0.0023007315726506087,13
23		−cc_p14,0.005858402459977514,0.0008968688181404485,6.532061703431968,6.907873155936883e-06,0.003957125499695274,0.007759679420259754,14
	2	+cc_m7,0.004215103031289782,0.0011105005649776922,3.795678421266229,0.0015871380932102053,0.0018609469988053753,0.006569259063774188,-7
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	6	+cc_m3,-0.0003661061560969632,0.0008800962704897842,-0.4159842148782436,0.6829476287635687,-0.0022318269037331197,0.001499614591539193,-3
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	17	+cc_p8,-0.0005859747111308705,0.0006850881673403135,-0.8553274440657374,0.40499657510912845,-0.002038296747509379,0.0008663473252476378,8
	18	+cc_p9,-0.0010953937325325618,0.0009670634771576614,-1.1327009636969039,0.2740293249898953,-0.0031454767224424205,0.0009546892573772971,9
	19	+cc_p10,-0.0007322615265796899,0.0004342632147257531,-1.6862158749553067,0.11115221046939872,-0.0016528584167336715,0.00018833536357429164,10
	20	+cc_p11,0.0005923851483335211,0.0010854711809865543,0.5457400976736378,0.5927726559987077,-0.0017087109603918286,0.002893481257058871,11
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	22	+cc_p13,0.0003803806556681125,0.0009058651315643465,0.41990870651046014,0.6801366447227672,-0.0015399676371149046,0.0023007289484511294,13
	23	+cc_p14,0.005858401836475951,0.0008968688839222463,6.532060529132866,6.9078878979222935e-06,0.003957124736742529,0.007759678936209373,14

modified results/competition/eventstudy_placebo_permuted.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%,k
2		−cc_m7,-0.00043388091512943234,0.0003994369522400346,-1.0862312880574436,0.2776643253552753,-0.0012178056071925217,0.0003500437769336571,-7
3		−cc_m6,0.00043346290644795176,0.00038224281076675053,1.1339988463836836,0.25709367342049894,-0.00031671700565889197,0.0011836428185547955,-6
4		−cc_m5,0.0001395454207849452,0.0003876009352722815,0.36002343670021714,0.7189131460129701,-0.0006211502087072792,0.0009002410502771697,-5
5		−cc_m4,0.00036955860595780143,0.0004060079159697215,0.9102251247371287,0.3629448230181944,-0.00042726209056723137,0.0011663793024828343,-4
6		−cc_m3,0.0006914418697872922,0.0003910413394990216,1.7682065805961218,0.07736138504912615,-7.60058085799675e-05,0.0014588895481545518,-3
7		−cc_m2,-0.0007141658480046691,0.00038262251770676764,-1.8665024010740214,0.062292553536627215,-0.0014650909631888892,3.6759267179550977e-05,-2
8		−cc_m1,-1.8992587638240582e-05,0.0003450784297940834,-0.055038466616339696,0.956119899239892,-0.0006962346412261614,0.0006582494659496802,-1
9		−cc_p0,0.00010863729289439367,0.00035649270432439365,0.3047391757996209,0.760634489230978,-0.000591006122400593,0.0008082807081893804,0
10		−cc_p1,0.00039106585140691677,0.0004089556353041864,0.956254951997512,0.3391974059333491,-0.0004115399632915848,0.0011936716661054183,1
11		−cc_p2,-0.000405229592442749,0.00043894575663027264,-0.9231883127283014,0.3561537888863606,-0.0012666932481438,0.0004562340632583019,2
12		−cc_p3,-0.0004165490353688006,0.0004136983225856391,-1.0068908009231083,0.3142549070196816,-0.0012284627261809524,0.0003953646554433513,3
13		−cc_p4,6.429215678624721e-05,0.0004992382620121989,0.12878050758192133,0.8975597855625579,-0.000915500019724355,0.0010440843332968496,4
14		−cc_p5,-0.0009302031948889564,0.0004505307192120445,-2.064683173027213,0.0392358287718757,-0.0018144032002781062,-4.600318949980655e-05,5
15		−cc_p6,-0.00015780386058557454,0.0005412686740240564,-0.2915444180657701,0.7707014211508754,-0.0012200838430162467,0.0009044761218450976,6
16		−cc_p7,0.0010124176806929237,0.0005928375398147001,1.7077489408133117,0.08802400944160049,-0.0001510700317894232,0.0021759053931752707,7
17		−cc_p8,0.00012560941057137033,0.0006111894595470374,0.2055163233090792,0.8372147101710321,-0.001073895307709413,0.0013251141288521536,8
18		−cc_p9,0.0009044490893160293,0.0006934232097302164,1.3043247999557366,0.19245265616263119,-0.0004564454726635474,0.002265343651295606,9
19		−cc_p10,-0.0004898603597373944,0.000676027197213349,-0.7246163493963664,0.46887368880017677,-0.0018166139548411375,0.0008368932353663487,10
20		−cc_p11,0.0012856276615492309,0.0007258467519026187,1.7712108763720331,0.07686030325450632,-0.00013890051061726913,0.0027101558337157307,11
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22		−cc_p13,-3.7509686360621424e-05,0.0007753908066040889,-0.0483752013064216,0.9614278373725291,-0.001559271746397534,0.0014842523736762912,13
23		−cc_p14,0.0008650041885663454,0.0008265418431387069,1.0465340572251995,0.2955924205445539,-0.0007571455805676758,0.0024871539577003667,14
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modified results/competition/summary.json +704 −704

		@@ -1,1132 +1,1132 @@
1	1	{
2	2	"main_25km": {
3		− "n": 1663764,
4		− "base_rate": 0.014376438004428513,
	3	+ "n": 1663763,
	4	+ "base_rate": 0.014376446645345521,
5	5	"fe": "mkt_week + mmy_week",
6	6	"cluster": "dealer_id",
7		− "seconds": 5.5,
	7	+ "seconds": 3.5,
8	8	"leads_joint": {
9		− "stat": 32.57419663757699,
	9	+ "stat": 32.57417131828113,
10	10	"df": 7,
11		− "p": 3.1775989878043764e-05,
12		− "sum": 0.0036751158786710487
	11	+ "p": 3.1776334275643185e-05,
	12	+ "sum": 0.003675123449129053
13	13	},
14	14	"lags_joint": {
15		− "stat": 99.7512548498658,
	15	+ "stat": 99.75118294860808,
16	16	"df": 15,
17		− "p": 1.454285824475074e-14,
18		− "sum": 0.014438599193091213
	17	+ "p": 1.45433144340716e-14,
	18	+ "sum": 0.01443853466691869
19	19	},
20	20	"lag0_7_sum": {
21		− "stat": 75.29581763209484,
	21	+ "stat": 75.29574719283957,
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modified results/competition/summary_dow.json +300 −300

		@@ -1,478 +1,478 @@
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318	318	}
319	319	},
320	320	"dealer_dow_fe_firstcut": {
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323	323	"fe": "mkt_week + mmy_week + dealer_dow",
324	324	"cluster": "dealer_id",
325		− "seconds": 16.0,
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326	326	"leads_joint": {
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331	331	},
332	332	"lags_joint": {
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334	334	"df": 15,
335		− "p": 1.4178352153638818e-11,
336		− "sum": 0.04572093874247001
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337	337	},
338	338	"lag0_7_sum": {
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340	340	"df": 8,
341		− "p": 3.5361433916981163e-09,
342		− "sum": 0.032917777487001025
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343	343	},
344	344	"coef": {
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348		− "lo": -0.016555075429330185,
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350	350	},
351	351	"cc_m6": {
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354		− "lo": -0.009905521755762071,
355		− "hi": -0.0024615354188874615
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356	356	},
357	357	"cc_m5": {
358		− "b": -0.005285370166112276,
359		− "se": 0.0017275654738044567,
360		− "lo": -0.008676944094544638,
361		− "hi": -0.0018937962376799132
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362	362	},
363	363	"cc_m4": {
364		− "b": -0.007165101397180121,
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366		− "lo": -0.010516032471825733,
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369	369	"cc_m3": {
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374	374	},
375	375	"cc_m2": {
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378		− "lo": -0.01398627700312341,
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380	380	},
381	381	"cc_m1": {
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386	386	},
387	387	"cc_p0": {
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390		− "lo": 0.007920236378171758,
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392	392	},
393	393	"cc_p1": {
394		− "b": 0.003135152962347562,
395		− "se": 0.004474764559304733,
396		− "lo": -0.00564974986497584,
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398	398	},
399	399	"cc_p2": {
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402		− "lo": -0.009153637819016989,
403		− "hi": -0.0011951816937225915
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404	404	},
405	405	"cc_p3": {
406		− "b": 0.0007140923452447535,
407		− "se": 0.0023133100089980873,
408		− "lo": -0.0038274211509827186,
409		− "hi": 0.005255605841472225
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410	410	},
411	411	"cc_p4": {
412		− "b": 0.0049304521816563385,
413		− "se": 0.0020638226240322316,
414		− "lo": 0.0008787348310183912,
415		− "hi": 0.008982169532294287
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416	416	},
417	417	"cc_p5": {
418		− "b": 0.001998403330498302,
419		− "se": 0.0019113832645393728,
420		− "lo": -0.0017540435350770173,
421		− "hi": 0.005750850196073621
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422	422	},
423	423	"cc_p6": {
424		− "b": 0.003070468194755744,
425		− "se": 0.0018772723032920184,
426		− "lo": -0.0006150116883262744,
427		− "hi": 0.006755948077837762
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428	428	},
429	429	"cc_p7": {
430		− "b": 0.006545205515335979,
431		− "se": 0.002030942426015645,
432		− "lo": 0.002558038900427409,
433		− "hi": 0.01053237213024455
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	432	+ "lo": 0.00030971817305459545,
	433	+ "hi": 0.0029786604254288906
434	434	},
435	435	"cc_p8": {
436		− "b": 0.0031664447777507826,
437		− "se": 0.0024923679745299464,
438		− "lo": -0.0017265971188669912,
439		− "hi": 0.008059486674368557
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440	440	},
441	441	"cc_p9": {
442		− "b": -0.0004588164014969321,
443		− "se": 0.002424140360412435,
444		− "lo": -0.005217913159276924,
445		− "hi": 0.00430028035628306
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	445	+ "hi": 0.00105377694753209
446	446	},
447	447	"cc_p10": {
448		− "b": -0.0012642691987351374,
449		− "se": 0.002567689990671874,
450		− "lo": -0.006305184035659682,
451		− "hi": 0.0037766456381894066
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	450	+ "lo": -0.0018835797150404212,
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452	452	},
453	453	"cc_p11": {
454		− "b": 0.0038907549129783827,
455		− "se": 0.002182732046610382,
456		− "lo": -0.0003944066130475302,
457		− "hi": 0.008175916439004297
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	456	+ "lo": -0.0005827626090205145,
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458	458	},
459	459	"cc_p12": {
460		− "b": -0.0014703966081780438,
461		− "se": 0.0027881955996208636,
462		− "lo": -0.006944210276275424,
463		− "hi": 0.0040034170599193356
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464	464	},
465	465	"cc_p13": {
466		− "b": -0.0014761037248287856,
467		− "se": 0.002863799600638399,
468		− "lo": -0.0070983439287792835,
469		− "hi": 0.004146136479121712
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	468	+ "lo": -0.0016705564663409833,
	469	+ "hi": 0.0010128671037353764
470	470	},
471	471	"cc_p14": {
472		− "b": 0.010415547497978716,
473		− "se": 0.0033131107396886113,
474		− "lo": 0.003911215142926664,
475		− "hi": 0.01691987985303077
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	475	+ "hi": 0.005433569049077937
476	476	}
477	477	}
478	478	}

modified results/descriptives/summary.json +13 −13

		@@ -319,14 +319,14 @@
319	319	"unknown": 0.05590462853665511
320	320	},
321	321	"body_share": {
322		− "SUV": 0.566641983092974,
323		− "Sedan": 0.20755463990087467,
324		− "Pickup": 0.10573856429582164,
325		− "Hatchback": 0.04202561715044027,
326		− "Van": 0.03079336916117396,
	322	+ "SUV": 0.5667079688840336,
	323	+ "Sedan": 0.20748132235525282,
	324	+ "Pickup": 0.105753227804946,
	325	+ "Hatchback": 0.04206960767781338,
	326	+ "Van": 0.03077870565204959,
327	327	"Coupe": 0.013717712785846782,
328		− "Convertible": 0.011063617634336073,
329		− "Wagon": 0.005154223457215546
	328	+ "Convertible": 0.011056285879773888,
	329	+ "Wagon": 0.005124896438966809
330	330	},
331	331	"body_missing_share": 0.017310272521317078,
332	332	"duration_median_completed": 8.9356921752832,
		@@ -353,14 +353,14 @@
353	353	"unknown": 0.05511031958048877
354	354	},
355	355	"body_share": {
356		− "SUV": 0.5713490650044524,
357		− "Sedan": 0.20734392005540714,
358		− "Pickup": 0.10331948154744236,
359		− "Hatchback": 0.043892846542000596,
360		− "Van": 0.029731869001682003,
	356	+ "SUV": 0.5713985356683486,
	357	+ "Sedan": 0.20729444939151084,
	358	+ "Pickup": 0.10334421687939052,
	359	+ "Hatchback": 0.043942317205896905,
	360	+ "Van": 0.02970713366973385,
361	361	"Coupe": 0.01238003364005145,
362	362	"Convertible": 0.009894132779261898,
363		− "Wagon": 0.005342831700801425
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364	364	},
365	365	"body_missing_share": 0.01674581972890076,
366	366	"duration_median_completed": 8.937921426483879,

modified results/hazards/aft_loglogistic_exit.csv +24 −24

		@@ -1,25 +1,25 @@
1	1	param,covariate,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
2		−alpha_,age_years_entry,-0.06942807552443821,0.9329272312733835,0.004006882490012925,-0.07728142089514771,-0.061574730153728705,0.925629325515829,0.9402826756449144,0.0,-17.327205301749252,2.9323577695954804e-67,221.0171212236498
3		−alpha_,body_Coupe,0.15286430531737466,1.1651668612676713,0.09091574736150469,-0.025327285138716987,0.3310558957734663,0.9749907598182189,1.3924376215108702,0.0,1.6813842458946784,0.09268830356908335,3.431468894586621
4		−alpha_,body_Hatchback,-0.3504160445212509,0.7043949690796413,0.07277805189360001,-0.49305840509769405,-0.2077736839448078,0.6107555967838756,0.8123908730062549,0.0,-4.8148588125655225,1.4730400036272403e-06,19.372771958875077
5		−alpha_,body_Pickup,-0.6095031956093105,0.5436208752365109,0.06800259286045351,-0.74278582847114,-0.47622056274748104,0.47578660767561026,0.6211264697773865,0.0,-8.962940528753917,3.1613308992637917e-19,61.45610175156502
6		−alpha_,body_SUV,-0.42272854150996503,0.655256483906867,0.06562854258920295,-0.5513581213426559,-0.2940989616772742,0.5761667743786795,0.7452027412809424,0.0,-6.441230062901188,1.1850907267959726e-10,32.97428343735499
7		−alpha_,body_Sedan,-0.5128477679076362,0.5987879394086412,0.06701186411777081,-0.6441886081153589,-0.38150692769991346,0.5250884217897276,0.6828316555889079,0.0,-7.6530891157769565,1.9620783770772347e-14,45.53461065589641
8		−alpha_,body_Van,-0.6360510733414131,0.5293787798750828,0.07600128055482126,-0.7850108460077871,-0.4870913006750391,0.45611475473462976,0.6144109342506968,0.0,-8.36895205841455,5.813289398583319e-17,53.93342288213304
9		−alpha_,body_Wagon,-0.5346826048388744,0.5858552082466978,0.10833393301147687,-0.747013211844944,-0.3223519978328049,0.47377952063305556,0.7244431430281514,0.0,-4.93550441653614,7.994387140456673e-07,20.25450922504174
10		−alpha_,body_unknown,-0.5935882762545903,0.5523417697200244,0.08688541009073049,-0.7638805508144151,-0.42329600169476556,0.46585514034363945,0.6548847574213824,0.0,-6.831852156014836,8.38252175983806e-12,36.79575281559264
11		−alpha_,ldens_entry,-0.05242568610265227,0.9489248367385293,0.007315626885865469,-0.0667640513232815,-0.03808732088202303,0.9354158854410428,0.9626288796182715,0.0,-7.166260242706472,7.707419652580653e-13,40.238817288765716
12		−alpha_,lkm,0.9729002177463169,2.6456061776442525,0.009261181376496794,0.9547486357940901,0.9910517996985436,2.5980174522423005,2.694066601110984,0.0,105.05141603374294,0.0,inf
13		−alpha_,lprice,0.4293686274132291,1.5362872476241476,0.025595757779018506,0.3792018640093419,0.4795353908171163,1.4611179531039649,1.6153237335826796,0.0,16.7749918216992,3.719102505036121e-63,207.3865154661816
14		−alpha_,nocomp_entry,0.14611799030578962,1.157332734038276,0.022969302178959098,0.1010989852850124,0.19113699532656683,1.1063861522919871,1.2106252907285338,0.0,6.36144664593425,1.9986233464677297e-10,32.22027433641249
15		−alpha_,pricepos_entry,0.4221590796561357,1.525251141812203,0.04712062562013183,0.32980435051168194,0.5145138088005894,1.3906960128816848,1.6728249912638165,0.0,8.959114487558338,3.2729617463524467e-19,61.40603706227682
16		−alpha_,pt_Diesel,0.7108941882571675,2.035810843149721,0.07051568615376877,0.572685983050651,0.8491023934636841,1.7730229710633683,2.337547711860892,0.0,10.08136241781678,6.679346567553765e-24,76.98656730481594
17		−alpha_,pt_HEV,0.20972585437324234,1.2333398988665891,0.042533071138629225,0.12636256678964902,0.29308914195683566,1.1346934958896946,1.3405622854509776,0.0,4.930889041369174,8.185622168567515e-07,20.220404587720544
18		−alpha_,pt_ICE,0.35260310435471964,1.422766341592091,0.02701755719215138,0.2996496653078518,0.4055565434015875,1.349385988033588,1.5001371592106352,0.0,13.05088768192378,6.281125288889519e-39,126.90417265370868
19		−alpha_,pt_PHEV,-0.3669781247051834,0.6928248006253946,0.059424523502199254,-0.48344805056794793,-0.2505081988424188,0.6166534695306722,0.7784050979668452,0.0,-6.1755333165036115,6.594049880244354e-10,30.498116148654983
20		−alpha_,pt_unknown,0.3805217586467163,1.4630477481377349,0.03874185982130627,0.3045891087028566,0.45645440859057596,1.3560676921039423,1.5784674509941996,0.0,9.82197964686885,9.054764090401412e-23,73.225669128207
21		−alpha_,resid_A2,-0.5147563635259741,0.5976461852912176,0.054758175845065725,-0.6220804160414141,-0.4074323110105341,0.5368264526974024,0.6653564871820498,0.0,-9.400538925592404,5.428430590679558e-21,67.31995483075777
22		−alpha_,src_direct_dealer,-0.14499096138383466,0.865030111750558,0.028662985211048153,-0.20116938008689322,-0.08881254268077608,0.8177739052072652,0.9150170841481321,0.0,-5.058473858052575,4.226251728987942e-07,21.17411796287654
23		−alpha_,src_full_portal,-0.6460110279210675,0.5241323616861505,0.0253764741510791,-0.6957480033117941,-0.5962740525303408,0.4987012782287174,0.5508602936459898,0.0,-25.45708375698823,5.8931404804368305e-143,472.4766809113892
24		−alpha_,Intercept,-10.787136783815628,2.0663601567931155e-05,0.3228214645167261,-11.419855227704886,-10.15441833992637,1.0975388206862882e-05,3.890381111906499e-05,0.0,-33.415178262586444,8.253054999384882e-245,810.8274549926973
25		−beta_,Intercept,0.002094867717164992,1.0020970634855548,0.0039950818387560925,-0.005735348802087004,0.009925084236416989,0.9942810669125768,1.0099745012389614,0.0,0.5243616530812419,0.6000270226857836,0.7369006198047275
	2	+alpha_,age_years_entry,-0.06943083207296569,0.9329246596177423,0.004006552634402844,-0.07728353093855933,-0.06157813320737204,0.9256273723998296,0.9402794758179739,0.0,-17.329319843894677,2.826514221207558e-67,221.0701584017251
	3	+alpha_,body_Coupe,0.15267907640708306,1.1649510586667082,0.09091270050305837,-0.02550654231618779,0.3308646951303539,0.974816001390373,1.39217141199267,0.0,1.6794031588792901,0.0930734980757343,3.425485759236994
	4	+alpha_,body_Hatchback,-0.35106401979166435,0.7039386864049838,0.07276621974134821,-0.49368318977583436,-0.20844484980749436,0.6103741252261179,0.8118458069204707,0.0,-4.824546623962904,1.4032209096014846e-06,19.442826418457386
	5	+alpha_,body_Pickup,-0.6092602562469337,0.54375295818874,0.06799988701783177,-0.7425375857546768,-0.4759829267391906,0.47590473289681273,0.6212740893314739,0.0,-8.959724537294687,3.2549051177400086e-19,61.41401831420357
	6	+alpha_,body_SUV,-0.422778352483469,0.6552238457563846,0.0656255604252444,-0.5514020873822051,-0.29415461758473294,0.5761414431643509,0.7451612675002769,0.0,-6.442281783864774,1.1769051016014455e-10,32.98428295387416
	7	+alpha_,body_Sedan,-0.5130042484918789,0.5986942480526752,0.06700813807518313,-0.644337785790325,-0.3816707111934328,0.5250100961621762,0.6827198281928608,0.0,-7.655849919546908,1.920378912071632e-14,45.56560232964715
	8	+alpha_,body_Van,-0.6374398414617658,0.5286441057660709,0.07600374655227511,-0.7864044473943353,-0.48847523552919625,0.45547955529022277,0.6135612176558383,0.0,-8.386952885583566,4.989048294030688e-17,54.15401297837074
	9	+alpha_,body_Wagon,-0.5317497797286067,0.5875759411834057,0.10871416140060637,-0.7448256206832697,-0.3186739387739437,0.47481709100107894,0.7271125938825579,0.0,-4.891265064991255,1.001899313974023e-06,19.928831037366944
	10	+alpha_,body_unknown,-0.5936852712809658,0.5522881979136435,0.08688188783398942,-0.7639706423444338,-0.42339990021749785,0.4658131726317749,0.6548167193971128,0.0,-6.833245525412119,8.301469310383827e-12,36.80977043120081
	11	+alpha_,ldens_entry,-0.05243148045400155,0.948919338350551,0.0073154412975688565,-0.06676948192825347,-0.03809347897974963,0.9354108055806778,0.9626229516738087,0.0,-7.167234117704713,7.652809929141358e-13,40.24907566527237
	12	+alpha_,lkm,0.9729073912520391,2.645625155983377,0.009260679908693668,0.9547567921586458,0.9910579903454323,2.598038642706182,2.69408327917763,0.0,105.05787921021876,0.0,inf
	13	+alpha_,lprice,0.429288590601168,1.536164293010951,0.02559375369766474,0.37912575512455626,0.4794514260777797,1.4610067532777151,1.6151881090403644,0.0,16.773178161839454,3.8343971639041994e-63,207.34247019991727
	14	+alpha_,nocomp_entry,0.14629409146556996,1.1575365596214258,0.02296870005531161,0.10127626658545605,0.19131191634568387,1.1065823112550024,1.2108370730602074,0.0,6.369280416970695,1.8991710411025543e-10,32.293911107083744
	15	+alpha_,pricepos_entry,0.422275013140398,1.525427979741969,0.04711898928190332,0.3299234911599387,0.5146265351208573,1.3908617111766928,1.673013573298414,0.0,8.96188605859121,3.1917156691214726e-19,61.4423016666565
	16	+alpha_,pt_Diesel,0.710745925942555,2.0355090314962023,0.07051250787342457,0.5725439500510459,0.8489479018340642,1.7727711611754997,2.3371866082000374,0.0,10.07971418657239,6.792341026013703e-24,76.96236538257129
	17	+alpha_,pt_HEV,0.2098564818455348,1.2335010174630838,0.0425392977697314,0.1264809902892362,0.2932319734018334,1.1348278782212924,1.3407537735742552,0.0,4.933238037484883,8.0877490105325e-07,20.237758437850754
	18	+alpha_,pt_ICE,0.35276667273480455,1.4229990802116452,0.027016921419966405,0.29981447977852166,0.40571886569108745,1.3496084046991739,1.5003806846731529,0.0,13.057249094047341,5.7778121338222987e-39,127.02467240532509
	19	+alpha_,pt_PHEV,-0.36683237825915405,0.6929257847366657,0.059422465208722755,-0.483298269940835,-0.25036648657747307,0.61674583919147,0.7785154153328006,0.0,-6.173294510260505,6.688145974556829e-10,30.477674613047085
	20	+alpha_,pt_unknown,0.38060678431062384,1.4631721500324508,0.038740639539374434,0.3046765260754015,0.45653704254584615,1.3561862411601273,1.5785978913922694,0.0,9.824483767847724,8.832539638668882e-23,73.26151786375249
	21	+alpha_,resid_A2,-0.5148470549576023,0.5975919863607928,0.05475540918975348,-0.6221656849282726,-0.407528424986932,0.5367806800548633,0.6652925401974932,0.0,-9.402670212424363,5.3195606627489646e-21,67.34918289274391
	22	+alpha_,src_direct_dealer,-0.1450862757589431,0.8649476658752074,0.028661973262945565,-0.20126271108016636,-0.08890984043771981,0.8176975851179896,0.9149280593693052,0.0,-5.061977918544493,4.1492909211633866e-07,21.200631851107616
	23	+alpha_,src_full_portal,-0.6460126606608886,0.5241315059150707,0.025375092107023486,-0.6957469272950412,-0.596278394026736,0.4987018148399362,0.5508579020932023,0.0,-25.45853461087855,5.679122132257553e-143,472.5300496309445
	24	+alpha_,Intercept,-10.786437709160936,2.0678052018445304e-05,0.32278692746732385,-11.419088461677234,-10.153786956644637,1.0983806988885758e-05,3.892838209103541e-05,0.0,-33.41658782093293,7.873003988769988e-245,810.8954690382535
	25	+beta_,Intercept,0.0021457009824356874,1.002148004646152,0.003995098183057746,-0.005684547571058903,0.009975949535930277,0.9943315788977888,1.010025875201033,0.0,0.5370834167568375,0.5912099951352288,0.7582574346554407

modified results/hazards/aft_loglogistic_first_markdown.csv +24 −24

		@@ -1,25 +1,25 @@
1	1	param,covariate,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
2		−alpha_,age_years_entry,0.012898069061916989,1.012981607931676,0.0036726862915335313,0.005699736203997294,0.020096401919836682,1.005716010605635,1.0202996941352407,0.0,3.5118896736838896,0.00044493266120742674,11.13412537311832
3		−alpha_,body_Coupe,-0.07373910305815956,0.9289140130549806,0.07635182028519508,-0.22338592097121662,0.0759077148548975,0.7998061277697165,1.0788630065339446,0.0,-0.965780550911867,0.3341540025984396,1.581414939556087
4		−alpha_,body_Hatchback,-0.02873266350961947,0.9716761942509908,0.06426813806655493,-0.1546958994735148,0.09723057245427585,0.8566756533933996,1.1021144615633403,0.0,-0.44707477723820843,0.6548210697792725,0.6108273516076317
5		−alpha_,body_Pickup,0.03993521572927451,1.040743348209514,0.059318498490780004,-0.07632690492964785,0.15619733638819688,0.9265132752901408,1.1690568777907242,0.0,0.6732337592038296,0.5007985870307203,0.997697603077391
6		−alpha_,body_SUV,0.0347271140105147,1.0353371412467736,0.057137523288206635,-0.07726037380018891,0.14671460182121832,0.9256488075291588,1.1580234180891278,0.0,0.6077812269766772,0.5433325818406731,0.8800925316798044
7		−alpha_,body_Sedan,0.01342943845975083,1.0135200183934523,0.05861149293055895,-0.1014469767642687,0.12830585368377037,0.9035290861078462,1.1369006747854196,0.0,0.2291263673433742,0.8187707003583113,0.288468618324863
8		−alpha_,body_Van,-0.02282874541457103,0.9774298587862511,0.0671402217418967,-0.15442116194272165,0.1087636711135796,0.8569110466813081,1.1148988364042178,0.0,-0.34001593712827266,0.7338445261183659,0.4464536519235501
9		−alpha_,body_Wagon,0.33432675052262273,1.3969995393362498,0.11859175151365585,0.10189118869233382,0.5667623123529116,1.1072629824397042,1.7625512130872383,0.0,2.8191400013526655,0.004815251086682564,7.698173256672846
10		−alpha_,body_unknown,-0.18290253036331422,0.8328493293025888,0.07825780790686321,-0.33628501536982,-0.029520045356808466,0.7144194562702751,0.9709114151803822,0.0,-2.3371793212121608,0.019429861931511767,5.685580540597788
11		−alpha_,ldens_entry,-0.08634721332363651,0.9172756855822244,0.0066546799756107685,-0.09939014640447351,-0.07330428024279952,0.9053894046871296,0.9293180138893892,0.0,-12.975411836496546,1.6868720546911062e-38,125.47891705299689
12		−alpha_,lkm,-0.032782907526291774,0.9677486277296224,0.010779859369138523,-0.05391104364820995,-0.011654771404373602,0.9475163903542979,0.9884128823590849,0.0,-3.0411257145102844,0.002356953993070327,8.72886068670917
13		−alpha_,lprice,0.049119424429122184,1.0503457801953893,0.023287899265341826,0.0034759805934554203,0.09476286826478894,1.0034820288198072,1.0993981220289144,0.0,2.109225219048593,0.03492514607767778,4.839590039920929
14		−alpha_,nocomp_entry,-0.10249760533800677,0.9025803111251046,0.0210583098274362,-0.1437711341750676,-0.06122407650094593,0.8660859428521057,0.9406124470141664,0.0,-4.867323454632903,1.131198058701645e-06,19.75371701993402
15		−alpha_,pricepos_entry,-0.23722134317658478,0.7888166695056431,0.04449108568810251,-0.3244222687583511,-0.1500204175948184,0.7229449008706426,0.8606904030177421,0.0,-5.331884792373606,9.71985997331455e-08,23.29448922893655
16		−alpha_,pt_Diesel,-0.09859276868484126,0.9061116299309107,0.05699668419373714,-0.21030421694276943,0.013118679573086905,0.810337690014172,1.01320510697422,0.0,-1.7297983221219515,0.08366631434154376,3.5792093067166686
17		−alpha_,pt_HEV,0.0636798107184735,1.065751102044996,0.04222215280405186,-0.01907408812721499,0.14643370956416202,0.9811066711942004,1.1576981839575093,0.0,1.5082085229998614,0.13150116662360964,2.926852496323166
18		−alpha_,pt_ICE,-0.005097753209788975,0.9949152182829216,0.02702835291659507,-0.058072351487753436,0.04787684506817549,0.9435816754290034,1.0490414527400727,0.0,-0.18860761606598006,0.8504003631949295,0.23378588186193386
19		−alpha_,pt_PHEV,-0.043187669958596346,0.9577316357438886,0.05813662547672207,-0.15713336207566536,0.07075802215847266,0.854590081310629,1.0733214744289314,0.0,-0.7428650975947806,0.4575633585264671,1.1279565685330837
20		−alpha_,pt_unknown,-0.11021497185810394,0.895641576865974,0.03680667296908817,-0.1823547252682607,-0.03807521844794719,0.8333056933964681,0.9626405298413246,0.0,-2.9944290794951023,0.002749589692682426,8.506567936023638
21		−alpha_,resid_A2,-0.7719898012985914,0.4620926803049377,0.05287938007432373,-0.8756314817690709,-0.6683481208281119,0.41659886201124297,0.5125545570636695,0.0,-14.599070568027349,2.8470017190012424e-48,157.943105190423
22		−alpha_,src_direct_dealer,0.08446712964258576,1.088137076189543,0.024497124371999524,0.03645364814866831,0.13248061113650322,1.037126230182769,1.1416568804451779,0.0,3.448042650227657,0.0005646648649761213,10.790317513949546
23		−alpha_,src_full_portal,-0.12152657923058256,0.8855675153328711,0.021547533574957898,-0.16375896899316764,-0.07929418946799749,0.8489466196804978,0.9237681216140313,0.0,-5.6399299162396135,1.7011939145376613e-08,25.808877159780895
24		−alpha_,Intercept,3.9182808502663926,50.31387330283753,0.30897584687441676,3.312699318299773,4.523862382233012,27.4591465004445,92.19098804447574,0.0,12.681511807163936,7.487363846599228e-37,120.00688164727116
25		−beta_,Intercept,0.4351776666857286,1.5452375718027676,0.006174797851148756,0.42307528528566174,0.44728004808579547,1.5266492258632116,1.5640522477983148,0.0,70.47642322489446,0.0,inf
	2	+alpha_,age_years_entry,0.012911122384521934,1.0129948307936982,0.0036726010620434764,0.005712956573333167,0.0201092881957107,1.0057293066306312,1.0203128420832874,0.0,3.5155254181999394,0.00043888474535770986,11.153870253300967
	3	+alpha_,body_Coupe,-0.07379057959542332,0.9288661970088855,0.07635064728842728,-0.2234350984770615,0.07585393928621487,0.799766796266314,1.0788049916221438,0.0,-0.9664696006658218,0.33380925129577427,1.5829041563235047
	4	+alpha_,body_Hatchback,-0.02814937991990621,0.9722431223534684,0.0642627136308216,-0.15410198418512777,0.09780322434531535,0.8571845972809564,1.1027457702366972,0.0,-0.43803596719583965,0.6613602107999033,0.5964918431418323
	5	+alpha_,body_Pickup,0.03976578567366634,1.0405670299433818,0.059314879066176725,-0.07648924104338883,0.15602081239072152,0.9263628809332489,1.168850529410637,0.0,0.6704183891077355,0.5025911152834579,0.9925429271502721
	6	+alpha_,body_SUV,0.03471214371745778,1.0353216420623703,0.05713484753625145,-0.07727009971578211,0.14669438715069766,0.9256398047907678,1.1580000092638774,0.0,0.6075476738680943,0.5434875144278333,0.8796812023761789
	7	+alpha_,body_Sedan,0.013438164149407295,1.013528862093177,0.058608253844401326,-0.10143190258240047,0.12830823088121507,0.903542706172269,1.1369033774260109,0.0,0.2292879119907614,0.8186451480779071,0.2886898616368041
	8	+alpha_,body_Van,-0.022493475755540733,0.9777576163022376,0.067160520086259,-0.15412567630758725,0.1091387247965058,0.8571642889990815,1.1153170617424755,0.0,-0.3349211073209495,0.7376845993973379,0.43892397798646277
	9	+alpha_,body_Wagon,0.3277271065376698,1.3878101962794949,0.11874951691310476,0.09498233020645444,0.5604718828688852,1.09963942455283,1.7514988076028175,0.0,2.759818440166665,0.0057833492789968214,7.433879049934778
	10	+alpha_,body_unknown,-0.18295624752085587,0.8328045922055438,0.078256380413653,-0.33633593469208145,-0.0295765603496303,0.714383079441901,0.9708565456792121,0.0,-2.337908379531139,0.019392001488485,5.688394475113298
	11	+alpha_,ldens_entry,-0.08635785030214121,0.9172659285923666,0.006654775045194393,-0.09940096971593813,-0.0733147308883443,0.9053796054286363,0.9293083019669758,0.0,-12.976824868708782,1.6560456919750073e-38,125.50552512691856
	12	+alpha_,lkm,-0.03280364225434161,0.9677285619330359,0.0107799770485689,-0.05393200902370504,-0.011675275484978178,0.9474965255256238,0.9883926160694457,0.0,-3.0430159643703947,0.002342199071682331,8.73792058391968
	13	+alpha_,lprice,0.04913264603118611,1.0503596675411309,0.023287681544847092,0.0034896289198477204,0.0947756631425245,1.0034957247635286,1.0994121887834596,0.0,2.109812689449877,0.03487449302738924,4.841683945225377
	14	+alpha_,nocomp_entry,-0.10252348909636914,0.9025569492567765,0.021058347130075036,-0.14379709104525862,-0.06124988714747966,0.866063462263477,0.9405881695120816,0.0,-4.868543977506549,1.1242350571836767e-06,19.762624860830055
	15	+alpha_,pricepos_entry,-0.23733228555387464,0.7887291611633639,0.0444913942063222,-0.32453381582024016,-0.15013075528750913,0.722864262988586,0.860595441663557,0.0,-5.334341388657807,9.589196456984333e-08,23.314014831873624
	16	+alpha_,pt_Diesel,-0.09846719330835114,0.9062254223845969,0.05699578827300049,-0.21017688559390246,0.013242498977200173,0.810440877974671,1.0133305691939785,0.0,-1.7276222733635935,0.08405596687726963,3.572505954147931
	17	+alpha_,pt_HEV,0.064008013627063,1.066100942062635,0.04222235759163696,-0.01874628659491677,0.14676231384904276,0.9814283321819681,1.1580786710527782,0.0,1.5159744097222358,0.12952582328914158,2.9486883412442677
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	19	+alpha_,pt_PHEV,-0.04316378266905484,0.957754513630019,0.05813736969214566,-0.1571109334215508,0.07078336808344114,0.8546092488309224,1.0733486790992515,0.0,-0.742444711510336,0.45781793824635,1.1271541031339105
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	21	+alpha_,resid_A2,-0.7717699432063663,0.46219428628910036,0.05287950840096725,-0.8754118751924453,-0.6681280112202872,0.4166903599075575,0.5126673876633074,0.0,-14.594877421217655,3.0275638710675775e-48,157.8543911585052
	22	+alpha_,src_direct_dealer,0.084515506996177,1.088189718654975,0.024497673172302566,0.03650094987343088,0.13253006411892312,1.037175289202532,1.1417133401788555,0.0,3.449940180103778,0.0005607107862100274,10.80045555682558
	23	+alpha_,src_full_portal,-0.12146182749844878,0.8856248592199483,0.021547488534999455,-0.16369412898433744,-0.07922952601256011,0.8490016671714349,0.923827857584144,0.0,-5.636936634223477,1.731017705714913e-08,25.783804277712395
	24	+alpha_,Intercept,3.918276054246539,50.313631997080904,0.3089701884280893,3.3127056126309298,4.5238464958621485,27.459319337949797,92.18952347588272,0.0,12.681728532390402,7.466687562032309e-37,120.01087114702642
	25	+beta_,Intercept,0.43517101257430907,1.5452272896540045,0.0061748136632515955,0.4230686001830901,0.447273424965528,1.5266390200906594,1.5640418889264769,0.0,70.47516513156647,0.0,inf

modified results/hazards/cloglog_B_first_markdown.csv +59 −59

		@@ -1,60 +1,60 @@
1	1	term,coef,se,p,ci_lo,ci_hi
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50		−cal_week_1,0.2293052023628206,0.3617141068675337,0.5261196883886154,-0.47964141979761765,0.9382518245232588
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	52	+cal_week_11,0.21749433581602665,0.37293322924131384,0.5597592550188735,-0.5134413621351682,0.9484300337672215
	53	+cal_week_2,0.213836301700925,0.3440128646128677,0.5342089263249795,-0.4604165231587493,0.8880891265605992
	54	+cal_week_3,0.14931913570912675,0.3439256935056028,0.6641715047654151,-0.5247628369198158,0.8234011083380695
	55	+cal_week_4,0.39729271047567455,0.34041705635330244,0.2431795200737581,-0.2699124596999402,1.0644978806512893
	56	+cal_week_5,0.3682790746601434,0.357969529848841,0.3035736373983132,-0.3333283114063208,1.0698864607266076
	57	+cal_week_6,0.3930218803146182,0.3486845798089389,0.25967657352422135,-0.29038733807538414,1.0764310987046206
	58	+cal_week_7,0.30577106191890163,0.34116512353650263,0.37011640837163196,-0.36290029299380183,0.974442416831605
	59	+cal_week_8,0.4034619054023467,0.3389578895608235,0.23392811890465792,-0.2608833504125725,1.067807161217266
	60	+cal_week_9,0.24759096753271292,0.3692392824784886,0.5025114434444653,-0.4761047278025361,0.971286662867962

modified results/hazards/cloglog_C_exit.csv +60 −60

		@@ -1,61 +1,61 @@
1	1	term,coef,se,p,ci_lo,ci_hi
2		−const,2.1445124786744145,1.6504759320115934,0.19383078916173024,-1.0903609054184873,5.379385862767316
3		−ldens,0.032635174880585587,0.0298694350387374,0.27457196040694076,-0.025907842033898468,0.09117819179506964
4		−resid_A2,0.1803884357069441,0.2249175737951905,0.42254127819565435,-0.2604419084217592,0.6212187798356473
5		−pricepos_25,-0.15918471235178258,0.13879966014732806,0.25143670485482195,-0.43122704730694505,0.11285762260337986
6		−nocomp,-0.0306219273476532,0.09214433701001835,0.7396433681783956,-0.21122150926661035,0.14997765457130394
7		−prior_cuts,0.03266692882887669,0.03642374515110683,0.36979467058532933,-0.03872229984935813,0.1040561575071115
8		−lprice,-0.30650093117934923,0.11057049714499967,0.005571379024700772,-0.5232151233362374,-0.08978673902246101
9		−lkm,-0.5117116922783111,0.07033764741721567,3.462268744139904e-13,-0.6495709479733306,-0.3738524365832917
10		−age_years_entry,0.03397140514015179,0.015445266121916455,0.027844493981032385,0.003699239809558906,0.06424357047074467
11		−own_stock,0.008960177371658795,0.005944657062758632,0.13174257941921957,-0.0026911363717897884,0.020611491115107378
12		−age_bin_1-3,1.5683985476050826,0.18557248168439142,2.871497777938201e-17,1.2046831669819564,1.9321139282282087
13		−age_bin_15-21,0.5717105520415987,0.11883373435890153,1.5016780991087885e-06,0.33880071254975175,0.8046203915334457
14		−age_bin_22-30,0.47598142488540923,0.12320319281242532,0.00011182633554504327,0.23450760419271155,0.7174552455781069
15		−age_bin_31-45,0.404545106455343,0.14262706708875442,0.0045627574475680735,0.12500119174080626,0.6840890211698797
16		−age_bin_4-7,0.6225932555654913,0.1264723028350821,8.533048574949394e-07,0.3747120969668874,0.8704744141640952
17		−age_bin_46-60,0.23028996623227885,0.1538748613042772,0.13449593396150483,-0.07129922005020042,0.5318791525147581
18		−age_bin_61+,-0.11169676875550238,0.1766987056967386,0.5273011349808454,-0.4580198680359525,0.23462633052494775
19		−age_bin_8-14,0.6191580610796813,0.11759845484539992,1.4017510658478592e-07,0.3886693249451376,0.849646797214225
20		−powertrain_Diesel,-0.6011818620325686,0.13350192522437687,6.694729468763081e-06,-0.8628408273391066,-0.3395228967260306
21		−powertrain_HEV,-0.27329998614065815,0.14725612030208174,0.06346069520024289,-0.5619166784358358,0.015316706154519522
22		−powertrain_ICE,-0.3287133761006915,0.10326273922618352,0.0014562079837358184,-0.5311046259289627,-0.12632212627242032
23		−powertrain_PHEV,0.16343977305338614,0.21810007594898265,0.4536283728839622,-0.2640285208320703,0.5909080669388426
24		−powertrain_unknown,-0.3513681328411926,0.1683480049361962,0.03687425852000913,-0.6813241593853083,-0.02141210629707685
25		−body_filled_Coupe,0.01701032280271533,0.16676334058761141,0.9187544758014313,-0.3098398186905897,0.3438604642960203
26		−body_filled_Hatchback,0.3639974307594968,0.17377152413059077,0.036198580830795614,0.023411501924905986,0.7045833595940876
27		−body_filled_Pickup,0.5302974623356157,0.1782500104909776,0.0029296882412190015,0.18093386152941282,0.8796610631418186
28		−body_filled_SUV,0.38306304616876946,0.17229492314633885,0.026195677831181957,0.04537120208284878,0.7207548902546901
29		−body_filled_Sedan,0.48512048206215813,0.1845852962059403,0.008584704627134267,0.12333994942285725,0.8469010147014591
30		−body_filled_Van,0.5411982071797572,0.20631860293457466,0.008712888428533686,0.136821176087371,0.9455752382721434
31		−body_filled_Wagon,0.5816563936850994,0.2850204066550933,0.041275334227715246,0.023026661782156177,1.1402861255880425
32		−body_filled_unknown,0.5220331816979212,0.2772091408226549,0.05967672529533229,-0.021286750499774465,1.065353113895617
33		−source_class_direct_dealer,0.1879076691793818,0.14464321342325143,0.19390564991801584,-0.09558781973833153,0.4714031580970951
34		−source_class_full_portal,0.5714892925082226,0.1632543655767907,0.0004642007251218767,0.2515166156587772,0.891461969357668
35		−region_Abitibi-Témiscamingue,0.8773849828978448,0.2087676745248049,2.6376635648484176e-05,0.46820785969304707,1.2865621061026427
36		−region_Bas-Saint-Laurent,0.9657546278042388,0.15824136563583113,1.0406466446682021e-09,0.6556072502935757,1.275902005314902
37		−region_Capitale-Nationale,1.0519172451217853,0.19884631999481095,1.2224840009144096e-07,0.6621856194736291,1.4416488707699415
38		−region_Centre-du-Québec,0.5645445494940753,0.1783724952922541,0.0015509609374199365,0.21494088288871688,0.9141482160994336
39		−region_Chaudière-Appalaches,0.6623826248356204,0.14714065153502487,6.741305093092569e-06,0.3739922471652134,0.9507730025060274
40		−region_Côte-Nord,1.056955785624188,0.1447109442547878,2.795223411365472e-13,0.7733275467160204,1.3405840245323555
41		−region_Estrie,0.8230608229103544,0.16271486174803348,4.2300734709000253e-07,0.5041455541347947,1.141976091685914
42		−region_Gaspésie–Îles-de-la-Madeleine,0.7802283061689462,0.16158831809999089,1.3756912892872597e-06,0.46352102237056236,1.09693558996733
43		−region_Lanaudière,0.3945626723792274,0.2428188790110107,0.10417836027966941,-0.08135358524874248,0.8704789300071972
44		−region_Laurentides,0.6365816865087697,0.1610489915762843,7.726759961147561e-05,0.3209314632727579,0.9522319097447814
45		−region_Laval,0.8921445035580304,0.21678002564478807,3.864468123018626e-05,0.4672634607265765,1.3170255463894844
46		−region_Mauricie,0.9745469916236909,0.20687002763980417,2.466078105976224e-06,0.5690891879688691,1.3800047952785126
47		−region_Montréal,0.9687083961481775,0.2131687201534086,5.51110164607968e-06,0.5509053820169991,1.3865114102793559
48		−region_Montérégie,0.9958087538499526,0.1799701397036052,3.144607405355825e-08,0.6430737617382444,1.3485437459616607
49		−region_Outaouais,0.9571219407416862,0.18377473108789572,1.9075745900061385e-07,0.5969300865408772,1.3173137949424953
50		−region_Saguenay–Lac-Saint-Jean,1.1673527584849401,0.18768931433034966,4.984188185814645e-10,0.7994884621144374,1.535217054855443
51		−cal_week_1,0.5100789447683056,0.19256890036317556,0.008077508952921862,0.13265083551399937,0.8875070540226119
52		−cal_week_10,0.3608360717775011,0.2826035846041178,0.20166310029364598,-0.1930567759484878,0.91472891950349
53		−cal_week_11,-28.284352257526635,0.23359244758710368,0.0,-28.74218504185792,-27.82651947319535
54		−cal_week_2,0.575702093326724,0.19919398796357318,0.003850482734347155,0.1852890509812155,0.9661151356722324
55		−cal_week_3,0.36897414733306627,0.21516055160579606,0.08636755355624334,-0.052732784708065694,0.7906810793741983
56		−cal_week_4,0.6327075816294747,0.2146173774518114,0.003197620964067644,0.21206525136748572,1.0533499118914638
57		−cal_week_5,0.6398282871796855,0.21578588551777705,0.003025774525904901,0.2168957231927593,1.0627608511666118
58		−cal_week_6,0.6339334369030561,0.21795406047720653,0.003630923003977696,0.20675132808346652,1.0611155457226458
59		−cal_week_7,0.46535191552189215,0.22408368910064233,0.03783036182702588,0.026155955361762517,0.9045478756820218
60		−cal_week_8,0.4784994640094191,0.2203371402261137,0.029880594877889636,0.04664660470968468,0.9103523233091535
61		−cal_week_9,0.5625097445520414,0.20934636724750078,0.007210101954664984,0.15219840445264432,0.9728210846514385
	2	+const,2.0874425794507188,1.6488042251399135,0.20550082929956603,-1.1441543193809824,5.31903947828242
	3	+ldens,0.03263557115954041,0.02987174627331568,0.27460326746328545,-0.0259119756914769,0.09118311801055773
	4	+resid_A2,0.18037531058098882,0.22492737268678115,0.42259524491156253,-0.2604742390223205,0.6212248601842981
	5	+pricepos_25,-0.15920166253059295,0.1388031058464111,0.25139799748352676,-0.4312507509318597,0.11284742587067378
	6	+nocomp,-0.030632114053347374,0.09215847637214494,0.7395984088784727,-0.21125940861283699,0.14999518050614224
	7	+prior_cuts,0.03264355148164682,0.03642173676797563,0.3701109017244434,-0.038741740837983686,0.10402884380127733
	8	+lprice,-0.3065456998284254,0.11057199904231711,0.0055650968936533825,-0.5232628356499642,-0.08982856400688649
	9	+lkm,-0.5117463967736453,0.07034033627355975,3.456751633332205e-13,-0.6496109225302588,-0.37388187101703185
	10	+age_years_entry,0.033986428685770065,0.015445895209359597,0.02778182836565214,0.003713030366445498,0.06425982700509464
	11	+own_stock,0.008960726922930509,0.005944921162942353,0.13173605080290474,-0.002691104447366477,0.020612558293227494
	12	+age_bin_1-3,1.5691387794194047,0.18549844141077315,2.6958702310252027e-17,1.205568515065976,1.9327090437728334
	13	+age_bin_15-21,0.572459835573047,0.11885199347501785,1.460414709843602e-06,0.3395142088712225,0.8054054622748715
	14	+age_bin_22-30,0.47672110969550285,0.12322235477663344,0.00010937790031946986,0.2352097322430842,0.7182324871479215
	15	+age_bin_31-45,0.4052652178330364,0.14264824453133831,0.004497077503066828,0.12567979609375057,0.6848506395723222
	16	+age_bin_4-7,0.6233309123182766,0.1264848158635963,8.30294532837347e-07,0.3754252286344474,0.8712365960021059
	17	+age_bin_46-60,0.23101926511593604,0.15390196823014377,0.1333347053047543,-0.07062304976497333,0.5326615799968454
	18	+age_bin_61+,-0.11099753277664397,0.1767131733715293,0.5299236481392814,-0.45734898817862396,0.235353922625336
	19	+age_bin_8-14,0.6199056670328236,0.11761386847772812,1.3591546224480146e-07,0.3893867207340457,0.8504246133316015
	20	+powertrain_Diesel,-0.6010954257443423,0.13351645551963698,6.730667736054632e-06,-0.8627828699062748,-0.3394079815824097
	21	+powertrain_HEV,-0.27322702779737607,0.14736719802161333,0.06373115832259577,-0.5620614284223204,0.015607372827568355
	22	+powertrain_ICE,-0.3287690052328341,0.1032737018260728,0.0014551986004762304,-0.5311817413620652,-0.12635626910360298
	23	+powertrain_PHEV,0.1634050248871824,0.2181003754877648,0.4537249990441632,-0.2640638560834991,0.5908739058578638
	24	+powertrain_unknown,-0.3513812320067537,0.16836892163812975,0.03689066196359661,-0.6813782545333347,-0.021384209480172778
	25	+body_filled_Coupe,0.01716914406808498,0.1667612404581968,0.9179975410077207,-0.3096768812472045,0.3440151693833744
	26	+body_filled_Hatchback,0.3646414827102376,0.17376908029962312,0.03586756778772858,0.024060343696327646,0.7052226217241475
	27	+body_filled_Pickup,0.5301797252896043,0.1782600597950028,0.002937607632654878,0.1807964282094423,0.8795630223697664
	28	+body_filled_SUV,0.38318641237353296,0.1722968146416783,0.02614910941430591,0.045490861024870044,0.7208819637221959
	29	+body_filled_Sedan,0.4851112162810704,0.18460563623368642,0.008593283379545192,0.12329081791994256,0.8469316146421982
	30	+body_filled_Van,0.5422813880410301,0.20635632923377584,0.008591671668050511,0.13783041476093955,0.9467323613211207
	31	+body_filled_Wagon,0.579097712783076,0.2876114091514383,0.044064926999012655,0.015389709303443189,1.1428057162627088
	32	+body_filled_unknown,0.522121256467593,0.2772321146169153,0.059654830705625515,-0.021243703539441272,1.0654862164746273
	33	+source_class_direct_dealer,0.18796637510846295,0.14463891794655642,0.19375318494648996,-0.09552069482963169,0.4714534450465576
	34	+source_class_full_portal,0.5715515044475306,0.16324419762093614,0.0004631583199967854,0.25159875642535656,0.8915042524697046
	35	+region_Abitibi-Témiscamingue,0.9345513711857626,0.19378087396044166,1.4161195847665629e-06,0.5547478373306014,1.3143549050409238
	36	+region_Bas-Saint-Laurent,1.022777687878218,0.13783697089522892,1.1694491129549744e-13,0.7526221891854736,1.2929331865709623
	37	+region_Capitale-Nationale,1.1089440047061518,0.1830225299193279,1.3692157466022002e-09,0.7502264377048646,1.467661571707439
	38	+region_Centre-du-Québec,0.6215667138770778,0.16059143135207443,0.00010861907482372923,0.3068132922012755,0.9363201355528802
	39	+region_Chaudière-Appalaches,0.7194271335594189,0.12500815381340497,8.662042849505397e-09,0.4744156543113017,0.9644386128075361
	40	+region_Côte-Nord,1.114030966137625,0.1221562634974979,7.531840315415711e-20,0.8746090891965443,1.3534528430787058
	41	+region_Estrie,0.8800773795625697,0.1430057659386643,7.54863970046828e-10,0.5997912287412228,1.1603635303839166
	42	+region_Gaspésie–Îles-de-la-Madeleine,0.8372758667182998,0.14173695956077956,3.478624885932357e-09,0.5594765307009617,1.1150752027356379
	43	+region_Lanaudière,0.4515741369632342,0.23004125624846614,0.04964458248136779,0.0007015597578908794,0.9024467141685775
	44	+region_Laurentides,0.6935891980639959,0.1410757904908739,8.813685383498981e-07,0.4170857296113648,0.970092666516627
	45	+region_Laval,0.9491696102392027,0.2023583086894541,2.7248581321247054e-06,0.552554613235434,1.3457846072429713
	46	+region_Mauricie,1.0315374365422159,0.19175252247141575,7.468273605009574e-08,0.6557093985535336,1.407365474530898
	47	+region_Montréal,1.0257589926029904,0.19847141476307012,2.3623812440747076e-07,0.6367621677066617,1.4147558174993191
	48	+region_Montérégie,1.052827898163159,0.1623216243823275,8.810971805373524e-11,0.7346833604617583,1.3709724358645596
	49	+region_Outaouais,1.0141683550909828,0.16658919092007263,1.144440902902678e-09,0.6876595406739734,1.3406771695079922
	50	+region_Saguenay–Lac-Saint-Jean,1.2243874626240603,0.17086853691624276,7.740731836410522e-13,0.8894912841771718,1.5592836410709487
	51	+cal_week_1,0.5100611535593539,0.19257543336872332,0.008081865578687699,0.13262023984946325,0.8875020672692445
	52	+cal_week_10,0.3608396897386229,0.28260802026237103,0.2016656563339403,-0.1930618517177901,0.9147412311950359
	53	+cal_week_11,-28.284334046286727,0.2335944009878468,0.0,-28.742170659213116,-27.826497433360338
	54	+cal_week_2,0.5756842352562731,0.19919979598930265,0.003852613603994372,0.18525980938951359,0.9661086611230326
	55	+cal_week_3,0.36893897806445447,0.21516808469519821,0.08640854472706608,-0.05278271856059802,0.790660674689507
	56	+cal_week_4,0.6324589388064229,0.21462370788636917,0.0032105275792146054,0.21180420112069415,1.0531136764921516
	57	+cal_week_5,0.6398083744618019,0.21579715577530867,0.0030282061625804854,0.2168537211760172,1.0627630277475868
	58	+cal_week_6,0.6339291494714374,0.217967307005269,0.0036332047440894447,0.20672107793392513,1.0611372210089498
	59	+cal_week_7,0.46533568298703376,0.2240926439716145,0.03784471828350365,0.026122171602312505,0.904549194371755
	60	+cal_week_8,0.47847733743853677,0.22035068518434053,0.029898255109167785,0.046597930508505636,0.9103567443685678
	61	+cal_week_9,0.5624914862485368,0.20935943086297373,0.007215605437825701,0.15215454193330485,0.9728284305637689

modified results/hazards/cox_exit.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
2		−age_years_entry,0.03809898972455363,1.0388340616865392,0.01398298442931999,0.010692843846702091,0.06550513560240517,1.0107502166117925,1.0676982205729675,0.0,2.7246679646346736,0.006436618149990749,7.279481400629618
3		−lkm,-0.49029209218766934,0.6124474769321526,0.06966581712234614,-0.6268345847010216,-0.3537495996743171,0.534280346305561,0.7020507390815388,0.0,-7.037771355306508,1.9533887280930966e-12,38.89715806178067
4		−lprice,-0.2555280674681466,0.774507397793729,0.09454065040434634,-0.4408243373356575,-0.07023179760063569,0.6435057365772965,0.9321777183025306,0.0,-2.702838052999043,0.006875023403565098,7.18441965998836
5		−resid_A2,0.12911437696627437,1.1378202571526603,0.20868389841586996,-0.27989854808224596,0.5381273020147948,0.7558604210552841,1.7127963067300966,0.0,0.6187079019818402,0.536108803417326,0.8994022691652018
6		−ldens_entry,0.05010847578595092,1.051385140019826,0.029435946081315393,-0.007584918384290186,0.10780186995619204,0.9924437745188845,1.1138270409226845,0.0,1.7022886116019051,0.08870127861586458,3.4949012888620072
7		−pricepos_entry,-0.15547473982430213,0.8560086995859824,0.1253146977358194,-0.4010870341200312,0.09013755447142696,0.6695917811703486,1.094324802622492,0.0,-1.2406744191496535,0.21472604795666056,2.2194308828314413
8		−nocomp_entry,-0.08707157500603291,0.916611486812506,0.08425524490277064,-0.25220882052406535,0.07806567051199953,0.7770824503605075,1.081193658879897,0.0,-1.033426169569767,0.3014045049452238,1.7302271145356898
9		−pt_Diesel,-0.5764854609219943,0.5618696132370707,0.12004046511774913,-0.8117604492402193,-0.3412104726037693,0.44407560512186145,0.71090926553496,0.0,-4.802426084874902,1.5675469095159003e-06,19.28305995238086
10		−pt_HEV,-0.22271029966717842,0.8003466764112653,0.13187030251223952,-0.4811713432215697,0.03575074388721283,0.6180590084081442,1.0363974858846472,0.0,-1.6888586393172762,0.09124652313858862,3.454086602360798
11		−pt_ICE,-0.28620801410302005,0.7511063589800872,0.09502857016474715,-0.47246058912826194,-0.09995543907777812,0.6234662849830968,0.9048777393241384,0.0,-3.0118101704238303,0.0025969494182890305,8.58896637025849
12		−pt_PHEV,0.1639436573342396,1.178147933227456,0.20633963165455638,-0.24047458929195176,0.568361903960431,0.7862546244809893,1.76537283133231,0.0,0.7945330522286963,0.4268851751526769,1.2280800332741388
13		−pt_unknown,-0.3355004757337221,0.7149801665714867,0.16159338832350137,-0.6522176969875801,-0.01878325447986412,0.5208893202235757,0.9813920515229135,0.0,-2.0762017506685857,0.037875295440769535,4.722599047611031
14		−body_Coupe,-0.045372378366886255,0.9556415553258462,0.14432413691982085,-0.32824248882956264,0.23749773209579014,0.7201883608970536,1.2680721209213568,0.0,-0.31437831076095635,0.7532337272041163,0.40883049458905113
15		−body_Hatchback,0.35661203273475084,1.4284815582498382,0.1465145024556168,0.06944888470893656,0.6437751807605652,1.0719172684412366,1.9036539687687206,0.0,2.4339708817751897,0.014934196419731172,6.065236578671629
16		−body_Pickup,0.44786767706201147,1.56497160031207,0.1517605227066031,0.15042251828209635,0.7453128358419265,1.1623252426575201,2.1071005084460346,0.0,2.951147433301011,0.0031659575738059724,8.303142362247588
17		−body_SUV,0.3347153114711986,1.397542464275298,0.14678163137017858,0.047028600393614006,0.6224020225487832,1.0481519862103477,1.8633985959558266,0.0,2.2803623883090474,0.02258620440463892,5.468414342535905
18		−body_Sedan,0.43405506294304125,1.543503855641521,0.15896364333119756,0.1224920471626233,0.7456180787234592,1.1303101308656103,2.107743784049566,0.0,2.7305304146728457,0.006323249818341333,7.305118066168284
19		−body_Van,0.44826693252539973,1.565596548522234,0.1785698288196523,0.0982764993133986,0.7982573657374008,1.1032677957269648,2.2216660018881993,0.0,2.510317311095872,0.012062271822838807,6.3733545380197025
20		−body_Wagon,0.5355314534008135,1.708355912600153,0.25357364328259485,0.0385362451383206,1.0325266616633064,1.0392883968270283,2.808152128924068,0.0,2.111936581689569,0.03469188917236167,4.849257783990825
21		−body_unknown,0.4788449602215688,1.614208849574603,0.25135584622168805,-0.01380344567652797,0.9714933661196656,0.98629138504805,2.6418868191959524,0.0,1.9050480321800132,0.056773827724359044,4.138630177547346
22		−src_direct_dealer,0.09935632073783637,1.1044597713742816,0.1088557758788141,-0.11399707949380322,0.31270972096947597,0.8922605617311028,1.3671246258127754,0.0,0.9127335682072287,0.36138268463963374,1.468400712600149
23		−src_full_portal,0.4177887995275358,1.518599911512,0.12143609548074936,0.1797784259620998,0.6557991730929718,1.1969521202229745,1.9266816544129213,0.0,3.4404004663816425,0.0005808540381246883,10.749536702889383
	2	+age_years_entry,0.03810746124772051,1.0388428622306365,0.013984609717427569,0.010698129863713615,0.06551679263172741,1.0107555594687534,1.0677106668349754,0.0,2.7249570790832394,0.006430984657105934,7.280744637129675
	3	+lkm,-0.4903169064281719,0.6124322797017195,0.06966796734848177,-0.6268636133073086,-0.3537701995490352,0.5342648371168475,0.7020362770732264,0.0,-7.037910320758871,1.9514421012498978e-12,38.89859647960133
	4	+lprice,-0.25548723759399533,0.7745390214789013,0.09453876528165998,-0.44077981268893457,-0.07019466249905609,0.6435343890807483,0.9322123354595419,0.0,-2.7024600631584352,0.006882845245261496,7.182779212077437
	5	+resid_A2,0.12922839460455265,1.1379499961272912,0.2086901228989674,-0.27979673020666107,0.5382535194157664,0.7559373850756845,1.7130125050720353,0.0,0.6192357971206699,0.535761032761266,0.9003384407068113
	6	+ldens_entry,0.05010754652442811,1.0513841630085237,0.029435079414762092,-0.007584149010581923,0.10779924205943814,0.9924445380793253,1.1138241139040652,0.0,1.7023071627691446,0.08869780278930314,3.4949578230639218
	7	+pricepos_entry,-0.15556224664738152,0.855933796261477,0.12532450667545875,-0.40119376611153024,0.09006927281676722,0.6695203181198175,1.094250082865257,0.0,-1.241275555548179,0.21450397164760795,2.220923734699781
	8	+nocomp_entry,-0.08716862335403648,0.9165225354983086,0.08427160021289083,-0.25233792469086047,0.0780006779827875,0.7769821322541047,1.0811233916528853,0.0,-1.0343772176371049,0.30095985074621756,1.7323570563832642
	9	+pt_Diesel,-0.576430386828498,0.5619005585488175,0.1200555387639166,-0.8117349189503269,-0.3411258547066691,0.44408694264551885,0.7109694237272325,0.0,-4.801364374883365,1.575882231533618e-06,19.275408845653537
	10	+pt_HEV,-0.2226972907295121,0.8003570881390129,0.131994479034973,-0.4814017157961864,0.03600713433716218,0.6179166409625194,1.036663242369636,0.0,-1.6871712541136412,0.09157042709128556,3.4489744383667174
	11	+pt_ICE,-0.2863183057638598,0.7510235227804429,0.09504185535001555,-0.47259691927375574,-0.10003969225396386,0.623381293527335,0.9048015037121317,0.0,-3.01254962573511,0.0025906307478565367,8.592480887129241
	12	+pt_PHEV,0.16386763122173717,1.1780583666248834,0.20632464758593458,-0.24052124716961362,0.5682565096130879,0.7862179403647174,1.765186780819443,0.0,0.7942222761024517,0.427066042434166,1.227468906248165
	13	+pt_unknown,-0.3355447187162446,0.7149485344162287,0.1616058187397178,-0.6522863031381996,-0.018803134294289536,0.5208535852382502,0.981372541824976,0.0,-2.0763158241020556,0.03786475071542742,4.7230007590920495
	14	+body_Coupe,-0.045325686188065296,0.955686177353978,0.144319044439964,-0.32818581557363025,0.23753444319749964,0.7202291774729435,1.2681186741004669,0.0,-0.3140658695735791,0.7534710110612284,0.408376088044657
	15	+body_Hatchback,0.3569575266310781,1.428975175175137,0.14650285912792374,0.06981719910820244,0.6440978541539537,1.0723121437206868,1.904268326367756,0.0,2.4365225959132237,0.014829242932970855,6.0754112430090315
	16	+body_Pickup,0.44765251205844464,1.5646349094154548,0.15175868719268518,0.1502109508197017,0.7450940732971876,1.1620793584669182,2.106639604192918,0.0,2.9497653171582106,0.0031801539096196923,8.296687695482063
	17	+body_SUV,0.3347525462612979,1.3975945024444194,0.1467785934309684,0.047071789435152445,0.6224333030874434,1.0481972558675883,1.863456884979298,0.0,2.2806632659191934,0.0225683804582287,5.469553297550495
	18	+body_Sedan,0.4341368915811371,1.5436301636276586,0.15899828554566214,0.12250597830802384,0.7457678048542504,1.1303258774900748,2.10805939199784,0.0,2.7304501434794335,0.006324789892987099,7.304766729816449
	19	+body_Van,0.4492308136084141,1.5671063249245538,0.1786091575684816,0.09916329746515051,0.7992983297516777,1.1042466055083096,2.22397988037108,0.0,2.515161146965109,0.011897798753186944,6.393161508814467
	20	+body_Wagon,0.532203630968485,1.7026802564975232,0.25570124009195383,0.031038409586026106,1.033368852350944,1.031525123578602,2.8105181246664603,0.0,2.081349432552994,0.037401933590534606,4.740743333849866
	21	+body_unknown,0.4788674820170982,1.6142452048656466,0.2513698485095159,-0.013808367860842274,0.9715433318950387,0.986286530352013,2.642018826417216,0.0,1.905031509771428,0.05677597529643778,4.138575606046455
	22	+src_direct_dealer,0.09942018333142456,1.104530307292075,0.108848488291486,-0.11391893349151776,0.31275930015436687,0.8923302910514974,1.3671924084176568,0.0,0.9133813881290357,0.3610419907381618,1.4697614563712451
	23	+src_full_portal,0.417810594357014,1.518633009498798,0.12142435646286984,0.17982322884383578,0.6557979598701922,1.197005748328598,1.9266793169202672,0.0,3.440912569174502,0.0005797558348021345,10.752266944975291

modified results/hazards/cox_first_markdown.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	term,coef,exp(coef),se(coef),coef lower 95%,coef upper 95%,exp(coef) lower 95%,exp(coef) upper 95%,cmp to,z,p,-log2(p)
2		−age_years_entry,-0.010175733152778012,0.9898758644570098,0.01178772184855405,-0.033279243435719856,0.012927777130163833,0.9672684185167769,1.013011702105435,0.0,-0.8632484956392339,0.3880008553008294,1.3658682622252043
3		−lkm,0.10637957469587853,1.1122439760612641,0.03857562664725059,0.030772735786203778,0.1819864136055533,1.0312511107800313,1.1995978955589643,0.0,2.757688829494635,0.005821158142019405,7.42447807319066
4		−lprice,0.09147871146773405,1.0957934486100442,0.07851806831349967,-0.062413874562380914,0.24537129749784903,0.9394939736588066,1.2780957788801863,0.0,1.1650657413334002,0.24399238287505615,2.0350919854595064
5		−resid_A2,0.7162706536096468,2.046785786375974,0.20644247927244724,0.3116508293564936,1.1208904778628002,1.3656777551873778,3.067584603613842,0.0,3.469589476613322,0.0005212544125793452,10.90572468808204
6		−ldens_entry,0.11387962838879358,1.1206172262642626,0.024880761941899622,0.06511423107475546,0.16264502570283168,1.0672809340692875,1.1766189460653147,0.0,4.57701531226093,4.7165694867962384e-06,17.693830646983102
7		−pricepos_entry,0.35586478170457925,1.42741452265523,0.11608250478389512,0.12834725309294628,0.5833823103162122,1.1369477427759342,1.7920895946478022,0.0,3.065619426175155,0.0021721960857121365,8.846629942516278
8		−nocomp_entry,0.13202654294773827,1.1411386080476922,0.07872919632258532,-0.022279846376312223,0.2863329322717888,0.9779665163676454,1.3315356926673054,0.0,1.6769705409765927,0.09354824260499381,3.418145638487981
9		−pt_Diesel,0.08075691714778112,1.084107336631108,0.10591619753200197,-0.12683501539437292,0.2883488496899351,0.8808789920822022,1.3342226661113499,0.0,0.7624605020717523,0.4457852082930547,1.1655793479090217
10		−pt_HEV,-0.0661293170828502,0.9360098144061604,0.08369289641925128,-0.23016437982642396,0.09790574566072353,0.7944030079415164,1.1028588309790917,0.0,-0.7901425319489714,0.42944453327818066,1.2194562888601594
11		−pt_ICE,0.043772276338079195,1.0447444147732714,0.06943662520320647,-0.09232100826821169,0.1798655609443701,0.911812403240114,1.1970564211688128,0.0,0.6303917595358287,0.5284383009392,0.9201930587104329
12		−pt_PHEV,0.06984500803682998,1.072341963987191,0.09859184598347823,-0.12339145926010732,0.2630814753337673,0.8839175771053327,1.300932708560535,0.0,0.7084258068211283,0.47868087108299495,1.0628639402713151
13		−pt_unknown,0.13357778766499587,1.1429101669905597,0.10633885257957243,-0.07484253354828033,0.3419981088782721,0.9278895863060718,1.4077576352705334,0.0,1.2561522381016927,0.2090607795876583,2.258005661375135
14		−body_Coupe,0.07547927196299113,1.0784008743531475,0.10761285758353568,-0.13543805317417684,0.2863965971001591,0.8733332614762794,1.3316204673572023,0.0,0.7013964098518571,0.48305566187082527,1.04973865638901
15		−body_Hatchback,0.13194122342857545,1.141041250803651,0.12942007224069862,-0.12171745703976589,0.3855999038969168,0.885398496277167,1.470496213298274,0.0,1.0194803722809544,0.3079749667258691,1.6991150064613345
16		−body_Pickup,-0.06679345420863633,0.9353883819193476,0.10240719352059119,-0.26750786526681863,0.13392095684954597,0.7652843114338529,1.1433024458457377,0.0,-0.652234007322992,0.5142502247969738,0.9594575754839525
17		−body_SUV,0.016599696240591065,1.0167382367132352,0.08963577951288271,-0.15908320333083226,0.1922825958120144,0.8529253897833546,1.2120129783653357,0.0,0.18519051578287787,0.8530796077394054,0.2292477175502279
18		−body_Sedan,0.07378509768752607,1.0765754220869364,0.08949700516524167,-0.1016258091605428,0.24919600453559493,0.9033675202833067,1.2829934809679504,0.0,0.8244420866518816,0.4096884094635054,1.2874010169240573
19		−body_Van,0.032177377184543214,1.032700666597038,0.12146962846113395,-0.2058987198147408,0.2702534741838272,0.8139155056218156,1.3102965349888547,0.0,0.26490059772298435,0.7910860378628145,0.3380934853374314
20		−body_Wagon,-0.40015365965594907,0.6702170528011449,0.16205331521627,-0.717772321055155,-0.08253499825674315,0.48783779237631947,0.9207792116256247,0.0,-2.469271666068168,0.013538839110261207,6.206752149655798
21		−body_unknown,0.28857681757345305,1.334526860700666,0.1524248519844293,-0.010170402664876954,0.587324037811783,0.9898811409923921,1.799167463829137,0.0,1.893239939658476,0.058325968238482184,4.09971783795081
22		−src_direct_dealer,-0.04553181418780024,0.9554892039754274,0.5201188976190433,-1.0649461211998008,0.9738824928242003,0.34474642879079886,2.648206167401965,0.0,-0.0875411649071625,0.9302413661414447,0.10432299957418109
23		−src_full_portal,0.18344581023289688,1.2013498627784867,0.5070342416240269,-0.8103230422787754,1.1772146627445692,0.4447143814688716,3.2453222853529655,0.0,0.3618016204296604,0.7175002811419773,0.4789486978000028
	2	+age_years_entry,-0.010201371345370936,0.9898504861542821,0.011787291965583983,-0.033304039073173884,0.012901296382432011,0.967244434777098,1.0129848771532761,0.0,-0.865455048976173,0.38678907775835913,1.3703810386618793
	3	+lkm,0.10637544115167948,1.1122393785611309,0.03857567497303952,0.0307685075251989,0.18198237477816004,1.0312467503903915,1.199593050599907,0.0,2.757578220628028,0.005823127952973128,7.423989964860385
	4	+lprice,0.09135408195838202,1.095656888920053,0.07852297061829534,-0.06254811241257371,0.24525627632933775,0.9393678664718818,1.277948779264426,0.0,1.1634058319375031,0.2446648844838937,2.031121041350437
	5	+resid_A2,0.7161610281355973,2.04656141881229,0.20645793377802862,0.31151091360810573,1.120811142663089,1.365486688729119,3.067341245830231,0.0,3.4687987767308153,0.0005227908609053436,10.901478458465421
	6	+ldens_entry,0.11389099125926998,1.1206299597650027,0.024881791012187245,0.06512357700453056,0.1626584055140094,1.0672909088485594,1.1766346891099602,0.0,4.577282688512476,4.71054715607043e-06,17.69567392275528
	7	+pricepos_entry,0.35595703501201104,1.4275462124403366,0.1160864337799226,0.1284318057096688,0.5834822643143532,1.1370438787468793,1.7922687301203184,0.0,3.066310363938276,0.0021671823153595147,8.849963758641133
	8	+nocomp_entry,0.13207293755221175,1.141191551950208,0.07873016710984705,-0.022235354479908376,0.2863812295843319,0.9780100289205488,1.3316000038158318,0.0,1.6775391492302947,0.0934371006254432,3.419860682018615
	9	+pt_Diesel,0.08059351704614129,1.0839302078539381,0.10592097054469367,-0.1270077704289862,0.2881948045212688,0.8807268289452873,1.334017151385392,0.0,0.7608834835226006,0.4467266645073953,1.1625357251701014
	10	+pt_HEV,-0.06661843953257186,0.9355521029403765,0.08372350730856935,-0.23071349851674378,0.09747661945160006,0.7939669061489901,1.1023856668805743,0.0,-0.7956957570714822,0.4262088935920135,1.230367397104088
	11	+pt_ICE,0.043744168682679545,1.0447150498699715,0.06945375394192704,-0.09238268763460425,0.17987102499996335,0.9117561649632019,1.1970629619695161,0.0,0.6298315958451393,0.528804771180895,0.919192901158317
	12	+pt_PHEV,0.06980326382507837,1.0722972008514835,0.09859668205039988,-0.12344268198885222,0.26304920963900896,0.8838723015946252,1.3008907337400364,0.0,0.707967675721551,0.4789653311033205,1.0620068615886284
	13	+pt_unknown,0.1335260266448888,1.1428510103254435,0.10635112304984408,-0.07491834424819319,0.34197039753797076,0.927819245013437,1.4077186249601574,0.0,1.2555206077354588,0.20928983190921677,2.256425873167086
	14	+body_Coupe,0.07566207324597908,1.078598025435741,0.10761555008028366,-0.13526052908784342,0.28658467557980155,0.8734883129278641,1.3318709400636883,0.0,0.7030775123997735,0.4820074454536012,1.0528726632951413
	15	+body_Hatchback,0.1313204052707777,1.140333091518172,0.12952840485823738,-0.12255060322629052,0.38519141376784594,0.8846611371030833,1.4698956527801785,0.0,1.0138348064619616,0.31066158375236097,1.6865842453059552
	16	+body_Pickup,-0.06642334678564903,0.9357346401752948,0.10241600164694072,-0.2671550214542477,0.13430832788294966,0.7655543849120758,1.1437454138866325,0.0,-0.6485641473744563,0.5166201356598623,0.9528242202070868
	17	+body_SUV,0.016679122177926338,1.016818995307832,0.08965750623528798,-0.15904636098691344,0.1924046053427661,0.852956814132772,1.2121608645216682,0.0,0.18603152015131177,0.8524200432529546,0.23036357877087707
	18	+body_Sedan,0.0738062512116713,1.0765981956919919,0.08951419883030909,-0.10163835460069194,0.24925085702403454,0.9033561872112377,1.2830638582832012,0.0,0.8245200445974482,0.4096441312104263,1.2875569487662029
	19	+body_Van,0.03166219938448619,1.0321687791595668,0.12158644044926976,-0.20664284490450657,0.26996724367347896,0.8133100759587708,1.3099215418127412,0.0,0.2604089672128924,0.7945483266714235,0.33179312386125953
	20	+body_Wagon,-0.3916091348190848,0.6759682747936472,0.1625531137395601,-0.7102073833234657,-0.07301088631470398,0.49154224922488043,0.9295907101536922,0.0,-2.4091149397883234,0.015991260840080557,5.966572496358648
	21	+body_unknown,0.2887408901119103,1.3347458378739194,0.15242996563783226,-0.010016352702918951,0.5874981329267395,0.9900336438907361,1.7994807173627418,0.0,1.8942528058947907,0.058191462004919134,4.1030486968948
	22	+src_direct_dealer,-0.04559080340165425,0.9554328420808271,0.5201421438297447,-1.0650506721494066,0.9738690653460981,0.3447103871084245,2.6481706089103727,0.0,-0.08765066230929607,0.9301543343954152,0.10445798189912633
	23	+src_full_portal,0.183376266002684,1.2012663187321002,0.5070590264169493,-0.8104411638104806,1.1771936958158487,0.4446618542273213,3.245254241625269,0.0,0.36164678360719216,0.7176159993797286,0.47871603912227473

modified results/hazards/cox_ph_test_exit.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	index,test_statistic,p,-log2(p)
2		−age_years_entry,1.2866582345381203,0.25666470998780566,1.9620431481190943
3		−body_Coupe,4.212394070525067,0.040129661702279655,4.639187195692717
4		−body_Hatchback,0.17229835034002747,0.6780772169117142,0.5604785234248181
5		−body_Pickup,3.060132616414404,0.0802351205623527,3.639622317555238
6		−body_SUV,2.741143370478921,0.09779477151237734,3.3540988546054264
7		−body_Sedan,8.381607237094274,0.0037903708916112526,8.04344526019496
8		−body_Van,22.716854667377707,1.8771413497952265e-06,19.02303127932023
9		−body_Wagon,4.6781682753659375,0.03054830509493763,5.032763852249905
10		−body_unknown,1.7524507404357343,0.18556893656583054,2.429972865096141
11		−ldens_entry,1.0925548862026524,0.29590582122858805,1.7567900165542178
12		−lkm,1140.3211664920264,5.694444240661252e-250,827.9724686754062
13		−lprice,3.7044670176900985,0.05426700041577165,4.203781023215083
14		−nocomp_entry,21.236452970983454,4.0596951989338115e-06,17.910197155089545
15		−pricepos_entry,14.701944599257889,0.00012591649553860446,12.955245085588174
16		−pt_Diesel,3.730219375449052,0.053436375067152854,4.2260340459227015
17		−pt_HEV,10.29168822976813,0.00133630772455706,9.54753201519454
18		−pt_ICE,4.253932154456059,0.03915956029719916,4.674491624031576
19		−pt_PHEV,30.74934901740916,2.9360232226944873e-08,25.021561379768702
20		−pt_unknown,0.5950565730834716,0.440470407781862,1.182882997377169
21		−resid_A2,116.65326273302635,3.419094610826946e-27,87.91844421737339
22		−src_direct_dealer,0.24082727281887106,0.6236092522521286,0.6812857619779611
23		−src_full_portal,157.1332171295938,4.786744965040178e-36,117.33036647378404
	2	+age_years_entry,3.0802161321825925,0.07924999409888887,3.6574453619485987
	3	+body_Coupe,3.600982370143741,0.05774543866079456,4.114149197901403
	4	+body_Hatchback,0.00023490767151553712,0.9877715430610717,0.017750688507553045
	5	+body_Pickup,1.6749051979253908,0.19560280970493363,2.3540010010887253
	6	+body_SUV,2.0741081681284395,0.14981748801920564,2.738722057165474
	7	+body_Sedan,6.224072759657242,0.012602488793816912,6.310147518277038
	8	+body_Van,19.59887037002218,9.552566109864765e-06,16.67568023233479
	9	+body_Wagon,5.487236079893372,0.019155802823409764,5.706074699117039
	10	+body_unknown,4.9464036779733425,0.026145000600715358,5.257321086442177
	11	+ldens_entry,0.00015577521846123188,0.9900418658918156,0.014438561172462836
	12	+lkm,1098.3670148262966,7.478336351873358e-241,797.6819535073473
	13	+lprice,6.690883356748514,0.009690717557764544,6.6891807894344515
	14	+nocomp_entry,30.252511382055076,3.7929980482658494e-08,24.652086129823168
	15	+pricepos_entry,12.774224939820309,0.0003514281969135824,11.474482428626086
	16	+pt_Diesel,2.474525931980232,0.11570432469350436,3.1114853056600342
	17	+pt_HEV,4.345853709329261,0.03709916321227381,4.752469543174402
	18	+pt_ICE,0.00015998204217698573,0.9899083053847728,0.01463319948635266
	19	+pt_PHEV,22.667897510149835,1.9255821462054488e-06,18.98627389885336
	20	+pt_unknown,0.3213414618624043,0.570802588626994,0.8089362173426794
	21	+resid_A2,122.47560103516976,1.8163522652817459e-28,92.1529426292777
	22	+src_direct_dealer,1.9703663131457978,0.1604089852611704,2.6401731387013507
	23	+src_full_portal,174.5915313878542,7.35201361359916e-40,129.9989843574511

modified results/hazards/cox_ph_test_first_markdown.csv +22 −22

		@@ -1,23 +1,23 @@
1	1	index,test_statistic,p,-log2(p)
2		−age_years_entry,0.8186077084394746,0.36558755385373887,1.4517111390951396
3		−body_Coupe,0.10767419193772326,0.7428077324657861,0.42893926139650074
4		−body_Hatchback,0.21452637944487224,0.6432425717634052,0.6365652032345077
5		−body_Pickup,0.010541947008119484,0.9182217221888216,0.12308553288347521
6		−body_SUV,0.45501228395056703,0.4999642613800468,1.0001031235450866
7		−body_Sedan,2.002994237252329,0.1569888230508847,2.67126624598104
8		−body_Van,0.13532316740252293,0.7129754099942966,0.4880757748676314
9		−body_Wagon,0.0039043091391384966,0.9501770279740785,0.0737317671414453
10		−body_unknown,0.17203807386093378,0.6783068226231201,0.559990090923824
11		−ldens_entry,1.8424022146886394,0.17466965380604002,2.517299111168445
12		−lkm,7.219959611686393,0.007209732982763822,7.115838455372952
13		−lprice,8.909123732402957,0.0028374938867816108,8.461167000459188
14		−nocomp_entry,0.12211374066954826,0.726753179167042,0.46046261747185097
15		−pricepos_entry,0.1982655816543443,0.6561244758120413,0.6079585550421583
16		−pt_Diesel,2.2666333622011807,0.13218677949518673,2.9193502002693674
17		−pt_HEV,0.31989146526423723,0.5716728776491948,0.806738249970271
18		−pt_ICE,0.2665431210534278,0.6056601594808639,0.7234195813171831
19		−pt_PHEV,2.6255278981573142,0.10515752632022816,3.2493759847483425
20		−pt_unknown,1.868413965311333,0.171656840609659,2.5424007443385457
21		−resid_A2,37.94793725058582,7.265784957034339e-10,30.358162281442706
22		−src_direct_dealer,78.61061291492392,7.564194844035675e-19,60.197447277104786
23		−src_full_portal,20.530677200409432,5.86831779499843e-06,17.378621567969713
	2	+age_years_entry,6.784799757148977,0.009193734269149332,6.765133316801992
	3	+body_Coupe,0.006725972307765841,0.9346371507965705,0.09752171100719736
	4	+body_Hatchback,0.02079406494244464,0.8853413774697887,0.17569424577233111
	5	+body_Pickup,0.062472714353519476,0.8026295554872708,0.31719381296601284
	6	+body_SUV,0.15435271115664462,0.6944099782378361,0.526140416329027
	7	+body_Sedan,1.4583977842465283,0.22718522215373177,2.1380591007970375
	8	+body_Van,0.16630635368096333,0.6834155501115422,0.5491650203517029
	9	+body_Wagon,2.231238523731976,0.13524539786260753,2.8863485921014944
	10	+body_unknown,0.9773071241772737,0.32286453931419656,1.6309990985464435
	11	+ldens_entry,0.9362379850686887,0.33324721725764206,1.585335266580951
	12	+lkm,12.935894110322023,0.0003223412393732453,11.599123605259194
	13	+lprice,3.726694357654031,0.053549272169380095,4.22298922347822
	14	+nocomp_entry,0.08967587712531942,0.7645896157632955,0.38724248847432235
	15	+pricepos_entry,6.077735177044266,0.013689616834477947,6.190774122925779
	16	+pt_Diesel,1.0907534925068096,0.296304319594379,1.7548484364856891
	17	+pt_HEV,0.4006541066334219,0.5267516422167187,0.9248051880484394
	18	+pt_ICE,0.048842503559304994,0.8250897843002493,0.27737697635700986
	19	+pt_PHEV,0.012198215176696106,0.9120560459610505,0.13280561397796495
	20	+pt_unknown,0.9416333438214434,0.33185814113266526,1.5913614280766795
	21	+resid_A2,51.99652642710969,5.559890295068563e-13,40.71000881683189
	22	+src_direct_dealer,68.85756764322109,1.0583768735162911e-16,53.06899607530443
	23	+src_full_portal,24.618153839448947,6.989021955922089e-07,20.44840608530116

modified results/hazards/cutsize_ols.csv +21 −21

		@@ -1,22 +1,22 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age_at_cut,-0.01334867991159057,0.0026183402226803787,-5.098145686325519,4.371614257259182e-07,-0.01848903179385661,-0.008208328029324533
3		−I(age_at_cut ** 2),0.00022824658836423858,4.290973837576299e-05,5.3192258215482555,1.3861080572219464e-07,0.00014400575804097401,0.00031248741868750314
4		−ldens,-0.02672535010471304,0.011462483126498677,-2.3315497881022007,0.01999486791498173,-0.04922861236389452,-0.004222087845531564
5		−resid_A2,2.224053963871681,0.22143338692052106,10.043896247091046,0.0,1.7893337096458077,2.658774218097555
6		−lprice,-1.52632193795838,0.1166722226316213,-13.08213646342849,0.0,-1.755374019890907,-1.2972698560258529
7		−lkm,-0.19384904071051606,0.018221295793775943,-10.638597984712552,0.0,-0.22962127203459481,-0.1580768093864373
8		−age_years_entry,-0.06883788492710304,0.010427140556918388,-6.601798887368909,7.802136714474273e-11,-0.08930855223157536,-0.04836721762263072
9		−C(powertrain)[T.Diesel],0.22408816919907276,0.08796198775335562,2.547556904096044,0.011051387814609681,0.05140030938650994,0.39677602901163556
10		−C(powertrain)[T.HEV],0.18004548621357275,0.06701842060152745,2.6865074497065846,0.007384103643397255,0.048474248258522756,0.31161672416862274
11		−C(powertrain)[T.ICE],0.03474634298761326,0.05941827566286054,0.5847753506810617,0.5588789754727839,-0.08190421391821154,0.15139689989343807
12		−C(powertrain)[T.PHEV],0.09076863705025287,0.08697740080621762,1.0435887507432187,0.297020216496255,-0.0799862717565028,0.26152354585700854
13		−C(powertrain)[T.unknown],0.06267217093507967,0.07013160204113601,0.8936366646568121,0.37181002925974926,-0.07501089616054914,0.20035523803070848
14		−C(body_filled)[T.Coupe],0.16108909944191635,0.1131433208174124,1.423761458282434,0.1549416403803625,-0.06103500692583419,0.3832132058096669
15		−C(body_filled)[T.Hatchback],-0.15242248799674515,0.13741906066133106,-1.109180104006023,0.26771676225589314,-0.4222049711939,0.11735999520040971
16		−C(body_filled)[T.Pickup],0.06115285362601009,0.21197266181517227,0.28849405910339415,0.7730502495995852,-0.3549940098381779,0.4772997170901981
17		−C(body_filled)[T.SUV],-0.0684838081326022,0.12882100251057457,-0.5316198973609179,0.5951505695174721,-0.3213864970172251,0.18441888075202073
18		−C(body_filled)[T.Sedan],-0.0901286426620642,0.12154200499373657,-0.7415431616971334,0.4586020097543564,-0.3287411303487752,0.14848384502464684
19		−C(body_filled)[T.Van],-0.14806440372400367,0.15060527976674784,-0.9831289045996303,0.3258688284636717,-0.44373420500586247,0.14760539755785515
20		−C(body_filled)[T.Wagon],-0.04666294888303379,0.19088636611780255,-0.2444540688371451,0.8069476752223106,-0.42141298437234787,0.3280870866062803
21		−C(source_class)[T.direct_dealer],-0.19122872481011444,0.04050379565287313,-4.721254433756991,2.8092189687800584e-06,-0.2707461841607669,-0.11171126545946194
22		−C(source_class)[T.full_portal],-0.07278176956029168,0.032841568334219924,-2.216147804502237,0.026988167345921577,-0.13725666710838763,-0.008306872012195751
	2	+age_at_cut,-0.013348758709222466,0.0026183441572933557,-5.098168119740758,4.371114128431941e-07,-0.01848911831596031,-0.008208399102484623
	3	+I(age_at_cut ** 2),0.0002282479222578378,4.290982351205079e-05,5.319246353780427,1.3859574865549007e-07,0.000144006924794156,0.0003124889197215196
	4	+ldens,-0.026725060380690398,0.011462471125853215,-2.331526953242476,0.01999607772484624,-0.0492282990800839,-0.004221821681296898
	5	+resid_A2,2.2240836123168304,0.221438188454481,10.043812351608064,0.0,1.7893539316711529,2.658813292962508
	6	+lprice,-1.5263521385388088,0.116674680262832,-13.082119746121517,0.0,-1.7554090453176678,-1.2972952317599498
	7	+lkm,-0.19385693549420582,0.01822176503689294,-10.638757282936684,0.0,-0.22963008804109544,-0.1580837829473162
	8	+age_years_entry,-0.06883920706535422,0.01042725493820421,-6.601853265631363,7.79944997475468e-11,-0.08931009892431827,-0.04836831520639018
	9	+C(powertrain)[T.Diesel],0.22408952885978362,0.08796153648933641,2.5475854311270476,0.011050492385732635,0.05140255497328586,0.3967765027462814
	10	+C(powertrain)[T.HEV],0.18005933025623166,0.06701804273903582,2.686729168701207,0.007379253104227823,0.04848883412462893,0.31162982638783443
	11	+C(powertrain)[T.ICE],0.03474186622671086,0.059418128259466074,0.5847014580297897,0.558928641811621,-0.08190840129528612,0.15139213374870786
	12	+C(powertrain)[T.PHEV],0.09077141879012413,0.08697701433255949,1.0436253702967615,0.2970032786092003,-0.07998273128765551,0.2615255688679038
	13	+C(powertrain)[T.unknown],0.06266959469933052,0.07013121621354149,0.8936048464995789,0.37182704770323527,-0.07501271493568083,0.20035190433434186
	14	+C(body_filled)[T.Coupe],0.16254572346465263,0.11314718422032304,1.4365865539184741,0.1512627532379276,-0.0595859675745824,0.38467741450388765
	15	+C(body_filled)[T.Hatchback],-0.15019804311807533,0.1374042708971599,-1.0931104407263361,0.2747049148767948,-0.4199514909013306,0.11955540466517994
	16	+C(body_filled)[T.Pickup],0.06155017305418247,0.21197472160323078,0.2903656275081263,0.7716187763692584,-0.35460073420665655,0.4777010803150215
	17	+C(body_filled)[T.SUV],-0.06582878279528162,0.1288066614939903,-0.5110666019268962,0.609458526382145,-0.3187033172517848,0.18704575166122153
	18	+C(body_filled)[T.Sedan],-0.08767515320796117,0.12154157541762803,-0.7213593612449178,0.4709187766654206,-0.3262867975465316,0.1509364911306093
	19	+C(body_filled)[T.Van],-0.1440664270656347,0.15061336363670322,-0.9565315028295862,0.3391195697123788,-0.43975209868236487,0.15161924455109552
	20	+C(body_filled)[T.Wagon],-0.04443045463468899,0.19090373306432837,-0.2327374846028672,0.816030318519696,-0.4192145850882441,0.33035367581886615
	21	+C(source_class)[T.direct_dealer],-0.19126855919717053,0.04050271349614457,-4.722364076060663,2.7943827183296577e-06,-0.27078389404684017,-0.11175322434750092
	22	+C(source_class)[T.full_portal],-0.07283140955672229,0.03283953444859019,-2.217796652103543,0.026874975504878496,-0.13730231416007616,-0.00836050495336843

modified results/hazards/empirical_hazard_exit.csv +1 −1

		@@ -1,5 +1,5 @@
1	1	listing_age,events,at_risk,hazard,lo,hi
2		−0,1327,79699,0.016650146174983376,0.01578480707727654,0.01756207755285168
	2	+0,1326,79698,0.0166378077241587,0.015772787444687224,0.017549422057747923
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5	5	3,1229,63302,0.019414868408581087,0.018368814391268983,0.020519247153921557

modified results/hazards/empirical_hazard_exit_full_portal.csv +1 −1

		@@ -1,5 +1,5 @@
1	1	listing_age,events,at_risk,hazard,lo,hi
2		−0,1131,57696,0.019602745424292845,0.018503126371186594,0.020766330901720875
	2	+0,1130,57695,0.01958575266487564,0.018486605843584226,0.02074886928179387
3	3	1,9852,56248,0.17515289432513156,0.17203394806531272,0.17831620844019244
4	4	2,1137,44861,0.025344954414747777,0.023930687020646282,0.026840504512737756
5	5	3,894,42942,0.02081877881794048,0.019510609890682463,0.022212672223578353

modified results/hazards/empirical_hazard_first_markdown.csv +71 −71

		@@ -1,72 +1,72 @@
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modified results/hazards/summary.json +277 −277

		@@ -1,512 +1,512 @@
1	1	{
2	2	"B_first_markdown_cloglog": {
3		− "n_rows": 318323,
	3	+ "n_rows": 1371918,
4	4	"n_events": 15692,
5		− "n_listings": 15692,
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378	378	"ph_violations_p<0.01": 5,
379	379	"cox_coef": {
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396	396	"ldens_entry": {
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408	408	"pt_Diesel": {
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412	412	"pt_HEV": {
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416	416	"pt_ICE": {
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420	420	"pt_PHEV": {
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423	423	},
424	424	"pt_unknown": {
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428	428	"body_Coupe": {
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431	431	},
432	432	"body_Hatchback": {
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436	436	"body_Pickup": {
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440	440	"body_SUV": {
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444	444	"body_Sedan": {
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448	448	"body_Van": {
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452	452	"body_Wagon": {
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456	456	"body_unknown": {
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460	460	"src_direct_dealer": {
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464	464	"src_full_portal": {
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468	468	},
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470	470	},
471	471	"B_cut_size": {
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474	474	"median_first_cut_pct": 2.7404148334380896,
475	475	"coef": {
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480	480	},
481	481	"I(age_at_cut ** 2)": {
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486	486	"ldens": {
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491	491	"resid_A2": {
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500	500	},
501	501	"lkm": {
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506	506	"age_years_entry": {
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510	510	}
511	511	}
512	512	}

modified results/hedonic/coefs_A1_linear_mm.csv +38 −38

		@@ -1,39 +1,39 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,-0.08509572749682125,0.0009856193877049052,-86.33731089135084,0.0,-0.08702974601922545,-0.08316170897441705
3		−km,-0.03103901627724493,0.0004746652442712518,-65.39138193043559,0.0,-0.03197042183380544,-0.030107610720684425
4		−C(transmission)[T.Manual],-0.03366444027836668,0.010603069088923616,-3.1749713216085595,0.001542337381773784,-0.05447017144408653,-0.012858709112646836
5		−C(transmission)[T.unknown],0.04363431485115234,0.009359386586034414,4.662091308020247,3.5348321409944816e-06,0.02526898312012571,0.06199964658217896
6		−C(drivetrain)[T.FWD],-0.02866781927705689,0.005544431455465087,-5.1705606800854795,2.79583066475908e-07,-0.039547306089952675,-0.017788332464161102
7		−C(drivetrain)[T.RWD],-0.04324459113779039,0.02052059679624786,-2.107374925162876,0.035322856788239765,-0.08351085901949924,-0.002978323256081536
8		−C(drivetrain)[T.unknown],-0.0008109880280454345,0.0049575484657059,-0.1635865052365068,0.8700883001044311,-0.010538871507202768,0.008916895451111899
9		−C(powertrain)[T.BEV],0.05604383331265492,0.010996013124132762,5.09674121701951,4.0995193861803614e-07,0.03446705294493797,0.07762061368037186
10		−C(powertrain)[T.Diesel],0.07855073242266543,0.009530332164547479,8.242182021196655,4.440892098500626e-16,0.05984996500592525,0.0972514998394056
11		−C(powertrain)[T.HEV],0.07226065160315269,0.008164579540792633,8.850504945431334,0.0,0.05623981409070822,0.08828148911559716
12		−C(powertrain)[T.PHEV],0.10613287709980947,0.016964332962872378,6.256236383245286,5.7426952082551e-10,0.07284484058215691,0.139420913617462
13		−C(powertrain)[T.unknown],0.027960587066036675,0.005797342480216495,4.823000738951086,1.6240339033579687e-06,0.01658482896171628,0.03933634517035707
14		−C(body)[T.Coupe],-0.03671702262490823,0.028908135072312803,-1.270127683195811,0.2043218808891143,-0.09344162582919753,0.020007580579381068
15		−C(body)[T.Hatchback],-0.057844687320471815,0.024148257747454237,-2.3953979589508867,0.016777509808114877,-0.10522928461022203,-0.010460090030721597
16		−C(body)[T.Pickup],-0.05338522400979397,0.03208775276030346,-1.6637258585412105,0.09646704782831672,-0.11634898969348356,0.009578541673895623
17		−C(body)[T.SUV],-0.05160874871496092,0.023763564242492336,-2.171759597521898,0.030098150121669054,-0.09823848629585599,-0.00497901113406584
18		−C(body)[T.Sedan],-0.06896269859799099,0.0230725392342069,-2.988951406603233,0.002864845974208663,-0.11423648155569163,-0.02368891564029036
19		−C(body)[T.Van],-0.0740716592029875,0.028343288547973595,-2.6133756172158527,0.009094084172575956,-0.1296878998344469,-0.018455418571528118
20		−C(body)[T.Wagon],-0.07947027968304358,0.02764349610522209,-2.874827387264919,0.004124470933306146,-0.1337133619097445,-0.025227197456342672
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22		−C(source_class)[T.full_portal],-0.04087109979839923,0.012068395020043107,-3.3866226395904997,0.0007339355826543326,-0.06455214726521517,-0.017190052331583286
23		−C(source_class)[T.small_portal],0.03636527526778945,0.02754316307659424,1.3203013454432222,0.18702353152960516,-0.017680929809176175,0.09041148034475507
24		−C(region)[T.(missing)],0.02801132265050806,0.024207729415949897,1.157123089456381,0.24748650043073295,-0.01948997212902746,0.07551261743004357
25		−C(region)[T.Abitibi-Témiscamingue],0.032613294025524646,0.01788484853427202,1.8235152488448025,0.06851093379811601,-0.002481011917685731,0.06770759996873502
26		−C(region)[T.Bas-Saint-Laurent],0.024602927470991375,0.02264738581941843,1.0863473456568313,0.27757586825817104,-0.019836603858422015,0.06904245880040477
27		−C(region)[T.Capitale-Nationale],0.007973876879048363,0.015899953710897953,0.5015031505143946,0.6161226922936045,-0.023225595621032748,0.039173349379129474
28		−C(region)[T.Centre-du-Québec],0.015190869414926584,0.016489489343914428,0.9212455945782754,0.35713484380986005,-0.017165411532811113,0.04754715036266428
29		−C(region)[T.Chaudière-Appalaches],0.003016990871095375,0.017623051108888114,0.17119571704435266,0.8641030175477251,-0.03156360655935003,0.03759758830154078
30		−C(region)[T.Côte-Nord],0.015229150626749574,0.01685325460118266,0.9036326209467508,0.36639849271111213,-0.01784092385441497,0.048299225107914116
31		−C(region)[T.Estrie],0.014457541204021295,0.016499691540329337,0.876230999148286,0.38110583771839757,-0.017918758867814175,0.04683384127585677
32		−C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.03137603197130474,0.020045681640440807,1.5652264928724455,0.11783256521831209,-0.00795833996825944,0.07071040391086891
33		−C(region)[T.Lanaudière],-0.011413638544111579,0.018630130571682425,-0.6126440445597399,0.5402450209765555,-0.047970364243616774,0.025143087155393616
34		−C(region)[T.Laurentides],-0.0076126800152041315,0.014800833227429179,-0.5143413143184514,0.60712213406655,-0.03665541797870883,0.021430057948300572
35		−C(region)[T.Laval],0.010645861150194611,0.016150854407264006,0.6591515768606353,0.5099436568251408,-0.021045937901199574,0.0423376602015888
36		−C(region)[T.Mauricie],0.02797458336235084,0.015593227953342325,1.7940213178474467,0.07309876364331958,-0.0026230206032725745,0.05857218732797426
37		−C(region)[T.Montérégie],0.007953142618060877,0.015254400783235752,0.5213670947207054,0.6022215390779975,-0.021979602243678814,0.03788588747980057
38		−C(region)[T.Outaouais],0.021560250851550892,0.014542550707623048,1.4825632232624255,0.138491989163678,-0.006975675675866429,0.05009617737896821
39		−C(region)[T.Saguenay–Lac-Saint-Jean],0.034153647858040946,0.02132990110613386,1.6012098550339433,0.1096326794761524,-0.007700666631827453,0.07600796234790935
	2	+age,-0.08509536043062842,0.0009856573203076888,-86.33361582914489,0.0,-0.08702945338577744,-0.08316126747547939
	3	+km,-0.031039152548664812,0.0004746447120915176,-65.39449773261155,0.0,-0.03197051781622897,-0.030107787281100654
	4	+C(transmission)[T.Manual],-0.033673524390103994,0.010602698212693957,-3.1759391538456465,0.0015372506355399995,-0.054478527808879504,-0.012868520971328484
	5	+C(transmission)[T.unknown],0.04362836265578329,0.009360035702277393,4.66113207721719,3.551010649971431e-06,0.02526175720505028,0.06199496810651631
	6	+C(drivetrain)[T.FWD],-0.028666765513430347,0.005543737047253819,-5.171018262424784,2.789163047189902e-07,-0.03954488973305792,-0.01778864129380277
	7	+C(drivetrain)[T.RWD],-0.04326700194150964,0.020520024804958067,-2.1085258108974325,0.03522306179907453,-0.08353214744092477,-0.003001856442094518
	8	+C(drivetrain)[T.unknown],-0.0008088192310526973,0.0049576934712483875,-0.16314425967304308,0.8704363959928396,-0.010536987245405381,0.008919348783299988
	9	+C(powertrain)[T.BEV],0.056047557368238465,0.010995176102406001,5.0974679119485815,4.084199480836048e-07,0.034472419435261956,0.07762269530121498
	10	+C(powertrain)[T.Diesel],0.07855073899541676,0.00953035221709855,8.242165368714042,4.440892098500626e-16,0.05984993223082519,0.09725154576000833
	11	+C(powertrain)[T.HEV],0.07226553095247473,0.008164482154330204,8.851208146023957,0.0,0.0562448845353197,0.08828617736962976
	12	+C(powertrain)[T.PHEV],0.10613435041086032,0.016963999284250072,6.2564462914944174,5.735254493544062e-10,0.07284696864964227,0.13942173217207837
	13	+C(powertrain)[T.unknown],0.02796275704968846,0.005797166287209648,4.823521642182837,1.6198887440310727e-06,0.016587344677750165,0.039338169421626754
	14	+C(body)[T.Coupe],-0.036203588810732316,0.028851288213684472,-1.254834395698164,0.20981944517044027,-0.09281664502345555,0.020409467401990906
	15	+C(body)[T.Hatchback],-0.05710904482529913,0.0240192816083984,-2.3776333429277425,0.017603250394129688,-0.10424056040318996,-0.009977529247408308
	16	+C(body)[T.Pickup],-0.05303262016103758,0.03208622516150668,-1.6528158078457902,0.09866873357397488,-0.11599338833432446,0.00992814801224929
	17	+C(body)[T.SUV],-0.050676508860101735,0.023545839005989385,-2.152249017213236,0.031606223434804015,-0.09687901799414973,-0.004473999726053737
	18	+C(body)[T.Sedan],-0.06808881104499177,0.022948388927495494,-2.9670410092889576,0.0030752637650695025,-0.11311898171610668,-0.023058640373876872
	19	+C(body)[T.Van],-0.07279408093001263,0.028353163457115863,-2.5674059630105694,0.010384432303163438,-0.12842969847047608,-0.017158463389549183
	20	+C(body)[T.Wagon],-0.07859701024691171,0.027473286042488238,-2.8608521792900614,0.004309219051915392,-0.13250610004394522,-0.024687920449878192
	21	+C(source_class)[T.banner],-0.011272242807112311,0.010545874167001515,-1.0688770441035258,0.28537191602365053,-0.03196574399870149,0.009421258384476867
	22	+C(source_class)[T.full_portal],-0.040870246463033034,0.012069291814777765,-3.386300297503047,0.0007347888351287857,-0.06455305365337843,-0.017187439272687642
	23	+C(source_class)[T.small_portal],0.036375307636174144,0.027546832263010225,1.3204896769571128,0.1869607071051249,-0.01767809725298998,0.09042871252533827
	24	+C(region)[T.(missing)],0.02799773532961256,0.02421089242465252,1.156410711283989,0.24777749705285457,-0.019509766021641933,0.07550523668086705
	25	+C(region)[T.Abitibi-Témiscamingue],0.03261119215808484,0.017884505904778632,1.82343265906895,0.06852344191327586,-0.00248244146496341,0.0677048257811331
	26	+C(region)[T.Bas-Saint-Laurent],0.024603293212534228,0.022647148318869603,1.0863748877396084,0.2775636935232899,-0.019835772084588966,0.06904235850965743
	27	+C(region)[T.Capitale-Nationale],0.00797380382611988,0.015899396304618767,0.5015161376789818,0.6161135576900842,-0.023224574910910407,0.039172182563150165
	28	+C(region)[T.Centre-du-Québec],0.015192365053007216,0.016488818876127024,0.921373760433693,0.35706798018280295,-0.017162600278240292,0.047547330384254724
	29	+C(region)[T.Chaudière-Appalaches],0.0030158771299559194,0.017623287295183802,0.17113022556127291,0.8641544992950618,-0.03156518375390396,0.0375969380138158
	30	+C(region)[T.Côte-Nord],0.015220558783882626,0.016852304353935598,0.9031737419534616,0.3666418318792459,-0.017847651087271592,0.04828876865503685
	31	+C(region)[T.Estrie],0.014461857445244496,0.016499764058344968,0.8764887421484203,0.38096582926908074,-0.01791458492410175,0.04683829981459074
	32	+C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.03137618102673882,0.02004451658576318,1.5653249053172014,0.11780949931172491,-0.007955904799794043,0.0707082668532717
	33	+C(region)[T.Lanaudière],-0.011405796957090267,0.01862872582790416,-0.6122693018545265,0.5404927936538184,-0.0479597662168173,0.02514817230263677
	34	+C(region)[T.Laurentides],-0.007609933559230036,0.014800687577278773,-0.5141608131038723,0.6072482712473981,-0.03665238572266608,0.02143251860420601
	35	+C(region)[T.Laval],0.010648603039055913,0.016150735913219506,0.6593261815605533,0.5098315969532754,-0.021042963498976913,0.042340169577088735
	36	+C(region)[T.Mauricie],0.027971835872284058,0.015592621168862255,1.793914927410827,0.0731157576309045,-0.002624577438571196,0.05856824918313931
	37	+C(region)[T.Montérégie],0.007954070142945887,0.015254484101018841,0.5214250505144672,0.6021811883012518,-0.021978838208004496,0.03788697849389627
	38	+C(region)[T.Outaouais],0.02155927821644181,0.014542284617143643,1.4825234675317769,0.13850255747039864,-0.006976126178474644,0.050094682611358264
	39	+C(region)[T.Saguenay–Lac-Saint-Jean],0.03415411125438235,0.021330128606042515,1.6012145020404136,0.10963165046608903,-0.0077006496441532,0.0760088721529179

modified results/hedonic/coefs_A2_spline_mm.csv +50 −50

		@@ -1,51 +1,51 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,-0.08505418991227316,0.0009166118417031229,-92.79193879301961,0.0,-0.08685279929620264,-0.08325558052834368
3		−km,-0.03155058993267895,0.00047037102042375966,-67.0759646379891,0.0,-0.03247356920566184,-0.03062761065969606
4		−na0,-0.015334778230006951,0.020546430376717544,-0.7463475625130366,0.45562535250788794,-0.05565173771108128,0.024982181251067374
5		−na1,-0.046507990362948996,0.01460509591346146,-3.184367335792897,0.001493603329466353,-0.07516664538788578,-0.017849335338012216
6		−na2,-0.020881485790578486,0.014180485807646642,-1.4725508049462182,0.1411733067763623,-0.048706955288028736,0.006943983706871763
7		−na3,-0.006942065151101531,0.017078699999229202,-0.40647503331136686,0.6844768258677068,-0.040454516863326934,0.02657038656112387
8		−na4,-0.043354072175338584,0.028575050159309234,-1.5172002125502695,0.1295185838143984,-0.09942508394330038,0.012716939592623204
9		−na5,-0.5034110784316851,0.05468483279518835,-9.205680125549906,0.0,-0.610715663588786,-0.39610649327458414
10		−nk0,-0.03738137514927169,0.034578792232573395,-1.0810491846519221,0.27992464943416717,-0.10523314987530416,0.030470399576760787
11		−nk1,-0.07446688933980285,0.02268667727956059,-3.282406163854294,0.0010633343997734634,-0.11898351981381017,-0.029950258865795533
12		−nk2,-0.04241419894742243,0.023886179371032445,-1.775679496021014,0.07607672611330352,-0.08928453643197377,0.004456138537128909
13		−nk3,-0.047689998472732906,0.02455302548289013,-1.9423267615620676,0.05236594771373415,-0.09586884586284641,0.0004888489173805952
14		−nk4,-0.08911109013249176,0.03505154180464262,-2.542287315894586,0.011156363485037124,-0.15789051141280883,-0.02033166885217469
15		−nk5,-0.6119188500956506,0.08229227242334074,-7.4359211633836315,2.1604940059205546e-13,-0.7733957661373265,-0.4504419340539747
16		−C(transmission)[T.Manual],-0.023247644757131744,0.009400165292406787,-2.4731102096588233,0.01355243554290908,-0.04169299396186848,-0.00480229555239501
17		−C(transmission)[T.unknown],0.039651055140167826,0.007736174460255679,5.125408603939028,3.535355901362891e-07,0.024470849793837558,0.0548312604864981
18		−C(drivetrain)[T.FWD],-0.023856359764856706,0.00544795114330637,-4.378959931417125,1.3123957925520457e-05,-0.03454652936961924,-0.013166190160094174
19		−C(drivetrain)[T.RWD],-0.0394663097096315,0.020206196089528495,-1.9531785960487742,0.05106503002779417,-0.07911564899005935,0.00018302957079635584
20		−C(drivetrain)[T.unknown],-0.000513487486047017,0.004703968355270098,-0.10916048903086911,0.9130961553899848,-0.009743786769302782,0.008716811797208748
21		−C(powertrain)[T.BEV],0.06044031823245008,0.011163343370004743,5.414177117838166,7.63739000930741e-08,0.03853519631736521,0.08234544014753495
22		−C(powertrain)[T.Diesel],0.09109444692598412,0.009082228026212618,10.029966948976883,0.0,0.07327296588927715,0.10891592796269109
23		−C(powertrain)[T.HEV],0.07511627532581869,0.008019148838053535,9.3671132488983,0.0,0.05938080727376868,0.0908517433778687
24		−C(powertrain)[T.PHEV],0.11784887360308498,0.019318278276550718,6.100381820575312,1.488080103584366e-09,0.07994183923071134,0.15575590797545863
25		−C(powertrain)[T.unknown],0.03617043194294278,0.005564405425743766,6.500322887257638,1.238966707006739e-10,0.025251751472772387,0.04708911241311318
26		−C(body)[T.Coupe],-0.02957329168989379,0.028114116025575585,-1.051901886688907,0.29308774176021357,-0.08473984159015122,0.025593258210363637
27		−C(body)[T.Hatchback],-0.061189981742188794,0.02625015863124378,-2.3310328368590705,0.01994108661973426,-0.11269900605946805,-0.009680957424909542
28		−C(body)[T.Pickup],-0.05334275952008961,0.032451677185492064,-1.6437597112526796,0.10052664274184075,-0.11702063106233887,0.01033511202215965
29		−C(body)[T.SUV],-0.06499591854494664,0.027771889024273938,-2.3403492102441126,0.019453104009069078,-0.11949093806781827,-0.01050089902207501
30		−C(body)[T.Sedan],-0.06219347077686401,0.025458874398190667,-2.442899470107132,0.014734520688868935,-0.11214980814185564,-0.01223713341187238
31		−C(body)[T.Van],-0.07450770701312982,0.028707163748046566,-2.595439510049119,0.009579435172951012,-0.13083795691182104,-0.01817745711443862
32		−C(body)[T.Wagon],-0.06797137380098656,0.02871130765502418,-2.367407803841086,0.018094559260354304,-0.12430975502597856,-0.011632992575994552
33		−C(source_class)[T.banner],-0.02088044412095713,0.010141620697317458,-2.058886320455682,0.03975253818271174,-0.04078070432330837,-0.0009801839186058918
34		−C(source_class)[T.full_portal],-0.0319732950406011,0.010157445856949783,-3.1477691824194944,0.001691815163917365,-0.05190460795176744,-0.012041982129434754
35		−C(source_class)[T.small_portal],0.04436420952922718,0.02348871682112915,1.8887455567312894,0.05920266298466692,-0.0017262123580214783,0.09045463141647583
36		−C(region)[T.(missing)],0.027222670720390075,0.023367867632595244,1.1649616964800786,0.24430035608680267,-0.018630616455470306,0.07307595789625046
37		−C(region)[T.Abitibi-Témiscamingue],0.0279553461163767,0.015299897220800126,1.827159079106202,0.06796094824272281,-0.0020666735242995116,0.05797736575705291
38		−C(region)[T.Bas-Saint-Laurent],0.027250704078541563,0.01950183231777824,1.397340702888687,0.1626077414922129,-0.011016506767656128,0.06551791492473925
39		−C(region)[T.Capitale-Nationale],0.009195232892148608,0.013324388177895203,0.6901054494496976,0.49028110669558855,-0.016950370428175134,0.035340836212472346
40		−C(region)[T.Centre-du-Québec],0.010096978247849017,0.013799164504991726,0.7317093903907388,0.4645100157183337,-0.01698024859983032,0.03717420509552835
41		−C(region)[T.Chaudière-Appalaches],-0.0011129357994559452,0.015192594552713809,-0.0732551504349298,0.9416170992649113,-0.030924402208153262,0.028698530609241373
42		−C(region)[T.Côte-Nord],0.0057843733578359985,0.013973162862889516,0.4139630672450236,0.6789861016124643,-0.02163427945126425,0.033203026166936246
43		−C(region)[T.Estrie],0.007387028990914035,0.013785364464234624,0.5358602603565019,0.592169162357949,-0.019663118910503583,0.03443717689233165
44		−C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.020714319325495233,0.017155186770717465,1.2074668496674676,0.22752562228116568,-0.012948217535848083,0.054376856186838546
45		−C(region)[T.Lanaudière],-0.007850763762476313,0.017067977251575606,-0.459970367124293,0.645633174381357,-0.0413421749058657,0.025640647380913067
46		−C(region)[T.Laurentides],-0.0130813194026723,0.01207682960862716,-1.0831749578819574,0.2789806317555228,-0.03677891752865131,0.010616278723306716
47		−C(region)[T.Laval],0.00691156735523364,0.014452285663036323,0.47823351381096135,0.6325840406658669,-0.021447237790102436,0.03527037250056971
48		−C(region)[T.Mauricie],0.01966348947629454,0.014095767595050336,1.3949924573954586,0.16331452816825753,-0.007995742836305112,0.0473227217888942
49		−C(region)[T.Montérégie],0.004209298592528483,0.0128856330286059,0.3266660305461057,0.7439859099888047,-0.02107536327705769,0.02949396046211466
50		−C(region)[T.Outaouais],0.013684107536571585,0.012101917486940473,1.1307387900585588,0.2584244913290772,-0.010062718944643776,0.037430934017786945
51		−C(region)[T.Saguenay–Lac-Saint-Jean],0.025463602673954273,0.018198012934249937,1.3992518175448698,0.16203423223519087,-0.010245205944092107,0.061172411292000656
	2	+age,-0.08505348639122663,0.0009166144914457998,-92.79090302954906,0.0,-0.08685210097457839,-0.08325487180787487
	3	+km,-0.031550733476554745,0.00047035491430667776,-67.07856666717686,0.0,-0.032473681145523806,-0.030627785807585687
	4	+na0,-0.015336785875815809,0.020546192337255395,-0.746453923144016,0.45556114914359247,-0.05565327826712445,0.024979706515492833
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	6	+na2,-0.020891527984264156,0.014180074832039636,-1.4733016737725606,0.14097084885714972,-0.0487161910503007,0.006933135081772384
	7	+na3,-0.00696156184875817,0.017080539414281382,-0.4075727165230782,0.6836708776256646,-0.04047762292868239,0.02655449923116605
	8	+na4,-0.043404922468147,0.028572883772865924,-1.5190949157664735,0.12904108175144002,-0.09947168327315056,0.012661838336856558
	9	+na5,-0.5034891909428172,0.0546889259633062,-9.206419436370641,0.0,-0.6108018078645668,-0.39617657402106754
	10	+nk0,-0.03738055824838436,0.03457757797490574,-1.0810635225958525,0.2799182749378448,-0.10522995031347336,0.030468833816704635
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	15	+nk5,-0.6118348025534089,0.08229552780884943,-7.434605729421143,2.1804780203638074e-13,-0.7733181064319617,-0.45035149867485613
	16	+C(transmission)[T.Manual],-0.0232597493926118,0.009400113446262941,-2.4744115616879943,0.01350345677162701,-0.041704996862942975,-0.004814501922280622
	17	+C(transmission)[T.unknown],0.03964388440852212,0.00773710839347308,5.123863127207209,3.5637541340172163e-07,0.024461846464169053,0.054825922352875193
	18	+C(drivetrain)[T.FWD],-0.023858501533240484,0.005446939555990833,-4.380166382973654,1.3052811909552986e-05,-0.034546686164259925,-0.013170316902221044
	19	+C(drivetrain)[T.RWD],-0.03949646841040664,0.0202058797190328,-1.9547017481848705,0.0508846220043897,-0.07914518689704102,0.000152250076227739
	20	+C(drivetrain)[T.unknown],-0.0005109668412684086,0.004703943245492025,-0.10862521391134734,0.9135206145490213,-0.009741216853196424,0.008719283170659606
	21	+C(powertrain)[T.BEV],0.06044141045413722,0.011162564125889021,5.414652921362141,7.61766358881033e-08,0.03853781760044469,0.08234500330782976
	22	+C(powertrain)[T.Diesel],0.09109445722762295,0.009082262075052305,10.029930481509291,0.0,0.07327290937903358,0.10891600507621232
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	24	+C(powertrain)[T.PHEV],0.11785107810808314,0.01931752368426946,6.1007342366584485,1.4849153018303696e-09,0.07994552442436784,0.15575663179179844
	25	+C(powertrain)[T.unknown],0.03617151809203174,0.0055642592575488705,6.500688846041616,1.2360734658045658e-10,0.025253124438455912,0.047089911745607574
	26	+C(body)[T.Coupe],-0.02890917288054682,0.02803634237741846,-1.0311321102937938,0.3027174562122754,-0.08392311247507447,0.02610476671398084
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	28	+C(body)[T.Pickup],-0.05315864021841645,0.032432390015220774,-1.6390602170690685,0.10150171730325885,-0.11679866576756254,0.010481385330729627
	29	+C(body)[T.SUV],-0.06379299690045329,0.027501342207349136,-2.3196321262969484,0.020552778437746833,-0.11775713953348566,-0.009828854267420924
	30	+C(body)[T.Sedan],-0.06108102131286165,0.025277498503651658,-2.4164187490323745,0.015844560482752623,-0.11068145624337206,-0.011480586382351249
	31	+C(body)[T.Van],-0.07271021319598274,0.02869943166260696,-2.5335070760553866,0.011437994142162289,-0.12902529091295395,-0.01639513547901153
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	33	+C(source_class)[T.banner],-0.020862636499524495,0.010145776737833205,-2.056287757814396,0.04000269968902748,-0.04077105183705021,-0.0009542211619987806
	34	+C(source_class)[T.full_portal],-0.03197503118608228,0.010158520861780106,-3.1476069814832477,0.0016927451873423038,-0.05190845351116585,-0.012041608860998709
	35	+C(source_class)[T.small_portal],0.04437745552275752,0.02349557396961766,1.8887580946157099,0.05920098034100851,-0.001726421712826498,0.09048133275834154
	36	+C(region)[T.(missing)],0.027205824460105783,0.023373215015399962,1.1639744229529665,0.24470005628055058,-0.018657955546475792,0.07306960446668737
	37	+C(region)[T.Abitibi-Témiscamingue],0.027955429346252263,0.015299131476388296,1.8272559713207832,0.0679463734859651,-0.002065087722645853,0.05797594641515038
	38	+C(region)[T.Bas-Saint-Laurent],0.027251745051565114,0.019501576308291184,1.3974124255780755,0.16258619046349843,-0.011014963443424737,0.06551845354655497
	39	+C(region)[T.Capitale-Nationale],0.009196586723978686,0.013323812814673288,0.6902368602665028,0.49019851111889534,-0.01694788759752241,0.03534106104547978
	40	+C(region)[T.Centre-du-Québec],0.010095903411257854,0.013799094887436107,0.731635190105841,0.46455529627338654,-0.016981186830299755,0.03717299365281546
	41	+C(region)[T.Chaudière-Appalaches],-0.0011119329111667696,0.015192708248763849,-0.07318859106356115,0.9416700509812084,-0.030923622418424692,0.028699756596091152
	42	+C(region)[T.Côte-Nord],0.005773445464276507,0.01397234796992648,0.4132051017268564,0.6795411229462993,-0.02164360833195534,0.033190499260508356
	43	+C(region)[T.Estrie],0.007393553833710795,0.01378539448130145,0.5363324091841865,0.5918429833681818,-0.019656652968296596,0.03444376063571818
	44	+C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.020715704181155307,0.0171538111020241,1.2076444154565114,0.2274573143216645,-0.012944133292608129,0.054375541654918744
	45	+C(region)[T.Lanaudière],-0.007836864658849883,0.017065848747078557,-0.45921329639063213,0.6461765079154942,-0.041324099172625785,0.025650369854926018
	46	+C(region)[T.Laurentides],-0.013077665280409356,0.012077276825555764,-1.0828322865579059,0.2791326591490959,-0.03677614095185292,0.010620810391034208
	47	+C(region)[T.Laval],0.006915117571355498,0.014451665063620908,0.4784997120340744,0.6323946718763858,-0.02144246981103945,0.03527270495375044
	48	+C(region)[T.Mauricie],0.019659118105510964,0.014094872227152628,1.394770934328817,0.16338132282775897,-0.007998357283351052,0.04731659349437298
	49	+C(region)[T.Montérégie],0.004211359050328524,0.012885490874035883,0.3268295396347193,0.7438622658517606,-0.021073023878345077,0.029495741979002125
	50	+C(region)[T.Outaouais],0.013684171156026236,0.01210159867003771,1.1307738365102795,0.2584097431701351,-0.010062029730965951,0.037430372043018426
	51	+C(region)[T.Saguenay–Lac-Saint-Jean],0.025462936090034336,0.01819848787281155,1.3991786717662313,0.16205615448620558,-0.01024680446988192,0.06117267664995059

modified results/hedonic/coefs_A2t_tensor_mm.csv +99 −99

		@@ -1,100 +1,100 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,0.009691824674736041,0.01517251271002825,0.6387751890515961,0.5231091650805815,-0.02008023640549233,0.03946388575496441
3		−km,0.07632641590636648,0.44157019125799557,0.17285228354957355,0.8628010113365556,-0.7901388134588418,0.9427916452715748
4		−na0,0.1362208468226591,0.07931725759454365,1.7174175072844413,0.08619919078705363,-0.01941838597628079,0.291860079621599
5		−na1,-0.092670439649736,0.16975549237307783,-0.5459053981362252,0.5852474821141489,-0.4257708946781967,0.24043001537872472
6		−na2,0.40135695684578415,0.23920781286367557,1.6778588961662273,0.09367366607903671,-0.06802538947699083,0.8707393031685591
7		−na3,0.4386028895152439,0.4692982298084537,0.9345931044620853,0.35021393885878727,-0.48227131436435317,1.359477093394841
8		−na4,2.0206279572787924,0.8006314584366991,2.5237928587320813,0.011756930645889785,0.4495995364177534,3.5916563781398314
9		−na5,1.3094496922547514,2.1255275042113833,0.6160586911532747,0.5379899468902001,-2.861338356666174,5.480237741175676
10		−nk0,-6.951863136558691,6.999629110309986,-0.9931759278958169,0.32085413789892137,-20.686792175264067,6.783065902146687
11		−nk1,-21.38007263538218,21.178557495253997,-1.0095150550349494,0.3129613723991731,-62.93741513957286,20.177269868808498
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15		−nk5,-310.4189282685015,267.45199251757225,-1.1606528908103244,0.24604816073560887,-835.2230401147267,214.3851835777238
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	97	+C(region)[T.Mauricie],0.020272026156653775,0.01374358139975039,1.4750177240571336,0.14050898680212387,-0.006696133482719316,0.047240185796026866
	98	+C(region)[T.Montérégie],0.004692513543147421,0.012639449101562752,0.37125934092865126,0.7105196328810652,-0.020109077192937263,0.029494104279232106
	99	+C(region)[T.Outaouais],0.014035918989432399,0.011862895848255183,1.1831781353367297,0.2370076544466011,-0.00924189046326327,0.03731372844212807
	100	+C(region)[T.Saguenay–Lac-Saint-Jean],0.02661866541145325,0.017946225235145514,1.483245922898806,0.13831060347889101,-0.008596076145964967,0.06183340696887146

modified results/hedonic/coefs_A3_spline_x_powertrain.csv +85 −85

		@@ -1,86 +1,86 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,-0.0851645596919619,0.0009669427892871878,-88.07611022648365,0.0,-0.08706193030775432,-0.08326718907616949
3		−km,-0.03160989586963798,0.00047306846018919506,-66.8188613905822,0.0,-0.032538168157890755,-0.0306816235813852
4		−na0,-0.031766573726456686,0.02511218325743714,-1.2649865366464623,0.20615816581913915,-0.08104262101585222,0.01750947356293884
5		−na1,-0.050213948643909406,0.02029511416461176,-2.4741890208958073,0.013511821384113887,-0.09003776623344195,-0.010390131054376854
6		−na2,-0.026713325903316435,0.01779955129230643,-1.5007864785256042,0.13371286523266446,-0.0616402584690047,0.008213606662371826
7		−na3,-0.01147830065483091,0.019840264017515156,-0.578535681011995,0.5630271755367797,-0.050409594598444185,0.027452993288782368
8		−na4,-0.03660314182913167,0.028579759922184346,-1.2807365047429726,0.2005704047257848,-0.09268339526659614,0.019477111608332792
9		−na5,-0.49786041576563783,0.055599241750416716,-8.954446141559231,0.0,-0.6069592877220092,-0.3887615438092664
10		−nk0,-0.04046491323780982,0.03336057710085434,-1.212956032369522,0.22542074761123754,-0.10592626153919173,0.02499643506357209
11		−nk1,-0.07266767012165676,0.022626416568045385,-3.2116296410931966,0.0013601295888487908,-0.11706605481671786,-0.02826928542659566
12		−nk2,-0.04002066722522364,0.023450365884691828,-1.7066116333540342,0.08819135711117387,-0.0860358354979974,0.005994501047550123
13		−nk3,-0.043015942249721724,0.02423867561131876,-1.7746820387180942,0.07624147310297347,-0.09057796078914664,0.004546076289703188
14		−nk4,-0.0814330590603808,0.03470921616210635,-2.3461509093162705,0.019154523809156165,-0.1495407564058626,-0.013325361714899009
15		−nk5,-0.6008592211376766,0.08115584377159468,-7.403770242704113,2.7200464103316335e-13,-0.7601061951862413,-0.4416122470891119
16		−powertrain::BEV:age,-0.007162550231231477,0.003654582117197223,-1.9598821428931497,0.05027503229401975,-0.01433370533884868,8.604876385725872e-06
17		−powertrain::Diesel:age,0.018131826997330347,0.002647755301723483,6.847999505667286,1.2756684597547974e-11,0.012936304404931527,0.023327349589729166
18		−powertrain::HEV:age,0.00672503031634593,0.002116253290675833,3.1778002878843807,0.0015275123224709475,0.0025724404694715914,0.010877620163220268
19		−powertrain::PHEV:age,-0.008883402470905967,0.15537272610109465,-0.05717478668119592,0.9544168927007806,-0.3137614658536434,0.29599466091183146
20		−powertrain::unknown:age,0.0005409856467452956,0.0020659805703282254,0.2618541793252917,0.7934854706062491,-0.0035129572238856853,0.004594928517376276
21		−powertrain::BEV:na0,0.08796912781480083,0.06719828416471615,1.3090978275452878,0.19078899577863018,-0.04388981070605193,0.2198280663356536
22		−powertrain::Diesel:na0,0.04686013392991925,0.04685190711101779,1.0001755919749855,0.3174570752561432,-0.04507439707973117,0.13879466493956966
23		−powertrain::HEV:na0,-0.03753947572186655,0.0527806064790624,-0.7112361571055105,0.4770966278555846,-0.1411075181402813,0.06602856669654822
24		−powertrain::PHEV:na0,0.13890102529333678,0.8712504091990324,0.15942721383744635,0.8733631069300585,-1.5706984915818911,1.8485005421685645
25		−powertrain::unknown:na0,0.008249152718070588,0.04010425344109702,0.20569271362167363,0.8370710130780907,-0.07044488470633939,0.08694319014248056
26		−powertrain::BEV:na1,-0.14593718363409516,0.07686697280946786,-1.898568114498712,0.05789655764913659,-0.2967683777330895,0.004894010464899207
27		−powertrain::Diesel:na1,0.03105568140802986,0.04400696836960343,0.7056991780756408,0.4805325136410441,-0.055296406429705194,0.11740776924576492
28		−powertrain::HEV:na1,0.05702606814482865,0.05144658998475968,1.1084518558318794,0.2679217638335716,-0.04392431816681862,0.1579764544564759
29		−powertrain::PHEV:na1,-0.03441291482115579,2.221102405758671,-0.015493619173944047,0.9876413324902329,-4.39274154195639,4.323915712314079
30		−powertrain::unknown:na1,-0.033028119547789586,0.04327306150403244,-0.763248968292013,0.44548719781385127,-0.11794010840873903,0.05188386931315986
31		−powertrain::BEV:na2,-0.2859970117301261,0.1402854978541622,-2.038678381620333,0.04173342380960876,-0.5612703623349902,-0.010723661125262074
32		−powertrain::Diesel:na2,0.0327500365117718,0.05328062498902411,0.6146706522027164,0.5389060536173591,-0.07179916057128763,0.13729923359483123
33		−powertrain::HEV:na2,-0.030260834391773194,0.06655981991861884,-0.45464116983448,0.6494618357446118,-0.1608669549453167,0.10034528616177031
34		−powertrain::PHEV:na2,-0.1442728124731323,4.393208763217456,-0.03283996282650387,0.9738084808262619,-8.76478822323011,8.476242598283843
35		−powertrain::unknown:na2,-0.0335566310502113,0.056027344937117106,-0.598933093971773,0.5493473110981406,-0.14349554278553506,0.07638228068511248
36		−powertrain::BEV:na3,-0.4564817148554409,0.22864516734954013,-1.9964634291071495,0.04614258572239982,-0.9051376506339828,-0.00782577907689902
37		−powertrain::Diesel:na3,0.11955510648253491,0.09087323612011111,1.3156250573547719,0.1885884783587377,-0.05875969133851271,0.2978699043035825
38		−powertrain::HEV:na3,-0.04259362664359069,0.09007133685155386,-0.47288769249410656,0.636392058415221,-0.219334908300246,0.13414765501306464
39		−powertrain::PHEV:na3,-0.40177248752811445,7.048290132022546,-0.05700283047412289,0.9545538375279312,-14.23218596828607,13.42864099322984
40		−powertrain::unknown:na3,-0.05576622192589688,0.09446537880077359,-0.5903350267986244,0.5550936950084058,-0.2411296539014503,0.12959721004965652
41		−powertrain::BEV:na4,-1.2010908216027938,0.43467907052923876,-2.763166904126345,0.0058248726324987565,-2.054034041056475,-0.3481476021491128
42		−powertrain::Diesel:na4,-0.21270834699214303,0.1549745050298148,-1.3725376761243475,0.17019061753147247,-0.5168050063791045,0.09138831239481843
43		−powertrain::HEV:na4,-0.09903454182919272,0.20145156734450623,-0.49160472233920044,0.6231020436789869,-0.49433019801435796,0.2962611143559726
44		−powertrain::PHEV:na4,-0.8570835031954814,14.717711935655617,-0.058234833440317754,0.9535727081340735,-29.736717818474908,28.022550812083942
45		−powertrain::unknown:na4,-0.056553670914612705,0.15124396409210394,-0.3739234901313012,0.7085370907490791,-0.35333012600961067,0.24022278418038523
46		−powertrain::BEV:na5,-2.1482982315779866,0.9264778641586163,-2.318779880973163,0.020599156025171927,-3.966267086728709,-0.3303293764272641
47		−powertrain::Diesel:na5,0.23901098688619551,0.4194421931423924,0.569830576880128,0.5689150907320057,-0.5840338727570296,1.0620558465294205
48		−powertrain::HEV:na5,-0.27479280723226457,0.4028629355280511,-0.6820999972908427,0.495326876210737,-1.0653052393341524,0.5157196248696234
49		−powertrain::PHEV:na5,-1.5670708552336983,24.03834370417452,-0.065190467135286,0.9480348196208435,-48.73599077679587,45.60184906632847
50		−powertrain::unknown:na5,-0.10050495662419852,0.41428748518346753,-0.24259713416081063,0.8083651063539476,-0.9134350591973955,0.7124251459489984
51		−C(transmission)[T.Manual],-0.023099581789752084,0.009396200618274743,-2.458395976010296,0.014117265628746045,-0.04153715136545319,-0.004662012214050978
52		−C(transmission)[T.unknown],0.04035076685506132,0.007675373449877221,5.257173102854922,1.7733045543089077e-07,0.025289867481928924,0.05541166622819371
53		−C(drivetrain)[T.FWD],-0.024356043725122175,0.005461462546909587,-4.459619289873962,9.098581176480991e-06,-0.035072725901733715,-0.013639361548510634
54		−C(drivetrain)[T.RWD],-0.038982840704179,0.02019111023755374,-1.9306932727094048,0.05379127648622739,-0.07860257797240072,0.000636896564042734
55		−C(drivetrain)[T.unknown],-0.0010288077875569828,0.004728214156520167,-0.21758908406004954,0.8277917675916011,-0.010306683071541948,0.008249067496427983
56		−C(powertrain)[T.BEV],0.09932234917912,0.022511514913833554,4.41206864839138,1.1299808161613356e-05,0.05514942872540061,0.1434952696328394
57		−C(powertrain)[T.Diesel],-0.010984906377220249,0.013805431978742283,-0.7956945059115063,0.4263903223196328,-0.03807443149183048,0.016104618737389984
58		−C(powertrain)[T.HEV],0.04719991533391626,0.013059501882762161,3.6142201867758526,0.000315607644950866,0.021574081619901958,0.07282574904793056
59		−C(powertrain)[T.PHEV],0.13406720845252212,0.7190221780279095,0.1864576817647455,0.85212205150735,-1.27682448835502,1.544958905260064
60		−C(powertrain)[T.unknown],0.03036146255148133,0.011309116493732747,2.6846891680978757,0.007374619760923462,0.008170299264975013,0.05255262583798765
61		−C(body)[T.Coupe],-0.029503390465735854,0.028102045111990506,-1.049866312154891,0.2940223127270263,-0.08464625437650575,0.025639473445034044
62		−C(body)[T.Hatchback],-0.061905441152267704,0.02624352704772326,-2.3588841941745886,0.01851324404866217,-0.11340145273306718,-0.010409429571468225
63		−C(body)[T.Pickup],-0.05340333762208227,0.03205712538338349,-1.6658804238811564,0.09603693851432404,-0.11630700514313952,0.00950032989897498
64		−C(body)[T.SUV],-0.06626635161154498,0.027736284336480708,-2.389157495201577,0.017063617046815693,-0.12069150630978398,-0.011841196913305985
65		−C(body)[T.Sedan],-0.06276322122487964,0.02539894200350268,-2.471095891168387,0.013628558082080744,-0.11260195704624852,-0.012924485403510752
66		−C(body)[T.Van],-0.07522538959903159,0.028484052436507475,-2.640965142397246,0.008390358057429381,-0.1311178422968385,-0.01933293690122468
67		−C(body)[T.Wagon],-0.06925759966446839,0.02823800860269824,-2.4526375297530922,0.014343915305726984,-0.12466725612485706,-0.013847943204079713
68		−C(source_class)[T.banner],-0.021075936575885895,0.010112970821893247,-2.0840499737484928,0.0373980807865395,-0.04091997894158923,-0.0012318942101825527
69		−C(source_class)[T.full_portal],-0.032285557931189555,0.010112546914118978,-3.192623797483992,0.001451956671008503,-0.052128768489506136,-0.012442347372872975
70		−C(source_class)[T.small_portal],0.043802054529226774,0.02303333552513054,1.9016809129288508,0.057487687281875255,-0.001394801472240595,0.08899891053069414
71		−C(region)[T.(missing)],0.02788168999723974,0.023257036188168764,1.1988496630290155,0.2308581906013336,-0.017754119652245316,0.0735174996467248
72		−C(region)[T.Abitibi-Témiscamingue],0.028475950173812284,0.015230756192034723,1.8696346927741148,0.06181403793774631,-0.0014103984036132854,0.05836229875123786
73		−C(region)[T.Bas-Saint-Laurent],0.027912926290588173,0.019418448292142235,1.4374437066572032,0.15089131301843484,-0.010190665361360322,0.06601651794253667
74		−C(region)[T.Capitale-Nationale],0.009987520066874502,0.013173121473946666,0.7581741416890041,0.4485176855131523,-0.01586126217737368,0.035836302311122684
75		−C(region)[T.Centre-du-Québec],0.011354700673217132,0.01368994296821301,0.829419136338396,0.40705669432496205,-0.015508207667936707,0.03821760901437097
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77		−C(region)[T.Côte-Nord],0.005889532505846165,0.013813460354986058,0.42636184956510914,0.6699320064984604,-0.021215746183170153,0.03299481119486248
78		−C(region)[T.Estrie],0.008361758539551354,0.013705725220847535,0.6100923814547538,0.5419332560538126,-0.018532118316732356,0.03525563539583507
79		−C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.020596112234994565,0.017184258984366315,1.1985452648107926,0.23097654397341794,-0.013123471190555548,0.05431569566054468
80		−C(region)[T.Lanaudière],-0.0069512800286894525,0.016924811732656853,-0.4107153532040053,0.681365467892801,-0.04016176653848044,0.02625920648110154
81		−C(region)[T.Laurentides],-0.012538430509756381,0.011942065504983468,-1.0499381789962587,0.29398928325104756,-0.03597158956741612,0.01089472854790336
82		−C(region)[T.Laval],0.008095914583557698,0.014368072013136649,0.5634656185016088,0.5732387494914208,-0.020097643448362224,0.036289472615477616
83		−C(region)[T.Mauricie],0.02030367949169616,0.013980580352243198,1.4522773003796239,0.14672468833806818,-0.007129528187142561,0.047736887170534884
84		−C(region)[T.Montérégie],0.005099540775771669,0.012761362426416307,0.3996078635942119,0.6895270226077435,-0.019941272759028142,0.03014035431057148
85		−C(region)[T.Outaouais],0.01462421524929417,0.012044469962324373,1.2141850405239376,0.22495138777936385,-0.009009885591517016,0.038258316090105354
86		−C(region)[T.Saguenay–Lac-Saint-Jean],0.025974497821101887,0.01815080400246359,1.431038416677101,0.15271817445610814,-0.009641675699018588,0.06159067134122236
	2	+age,-0.08516388412968104,0.0009669595289438437,-88.07388683857414,0.0,-0.08706128759264188,-0.0832664806667202
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	16	+powertrain::BEV:age,-0.007163143543872032,0.0036546307691422463,-1.9600183975776149,0.05025908196135731,-0.014334394118120675,8.107030376611202e-06
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	31	+powertrain::BEV:na2,-0.28598638598576187,0.1402887986243825,-2.0385546728607937,0.0417458035018734,-0.5612662134830491,-0.010706558488474738
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	36	+powertrain::BEV:na3,-0.4564566239265453,0.2286502646668093,-1.9963091868347362,0.04615938947150511,-0.9051225618480403,-0.00779068600505034
	37	+powertrain::Diesel:na3,0.1195492043396166,0.09087347889861691,1.3155565935028393,0.18861146180250898,-0.05876606987032201,0.2978644785495552
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	41	+powertrain::BEV:na4,-1.2010635905360283,0.43469243731630647,-2.7630192923325865,0.005827488120928592,-2.0540330387896866,-0.3480941422823699
	42	+powertrain::Diesel:na4,-0.21270268829235392,0.15497063599580038,-1.3725354285705973,0.1701913164863933,-0.5167917557188273,0.09138637913411948
	43	+powertrain::HEV:na4,-0.09906992436215047,0.20144899150629722,-0.49178664842833714,0.6229734592264071,-0.4943605261430811,0.2962206774187802
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	45	+powertrain::unknown:na4,-0.05651059387733362,0.1512472859443117,-0.3736304656609869,0.70875505013543,-0.35329356723260386,0.2402723794779366
	46	+powertrain::BEV:na5,-2.1482638598516983,0.9264936510546191,-2.3187032716374794,0.020603329434179196,-3.9662636926289383,-0.33026402707445834
	47	+powertrain::Diesel:na5,0.23888664428494566,0.41944911036326743,0.5695247370486872,0.5691224876776442,-0.5841717885828556,1.061945077152747
	48	+powertrain::HEV:na5,-0.2750618493442776,0.4027806034396322,-0.6829073867890543,0.49481672915833674,-1.0654127264017166,0.5152890277131614
	49	+powertrain::PHEV:na5,-1.549402627834128,24.03760584730611,-0.06445744379354523,0.9486183192739133,-48.71687469957903,45.61806944391078
	50	+powertrain::unknown:na5,-0.10044268656960946,0.4142950757660327,-0.2424423857413479,0.8084849676106638,-0.9133876836623948,0.7125023105231759
	51	+C(transmission)[T.Manual],-0.023111947408771285,0.00939615986158153,-2.4597226685414397,0.014065498416645283,-0.04154943701019371,-0.004674457807348861
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	53	+C(drivetrain)[T.FWD],-0.02435807855053778,0.0054604747209694654,-4.460798702537201,9.049580756759212e-06,-0.03507282237884881,-0.013643334722226749
	54	+C(drivetrain)[T.RWD],-0.03901322915223645,0.02019081224974313,-1.9322268301877146,0.053601549539958215,-0.0786323816978438,0.0006059233933708996
	55	+C(drivetrain)[T.unknown],-0.0010262497985928526,0.004728198609071535,-0.2170487924563674,0.828212687501872,-0.010304094574803717,0.00825159497761801
	56	+C(powertrain)[T.BEV],0.09932747203556928,0.0225108234016322,4.4124317561998785,1.1281215274827616e-05,0.0551559084924612,0.14349903557867738
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	58	+C(powertrain)[T.HEV],0.04721391100544681,0.013059069728558133,3.6154115099176938,0.0003141776938551111,0.02158892528026628,0.07283889673062734
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	75	+C(region)[T.Centre-du-Québec],0.01135352786914751,0.013689963860900186,0.8293322016411048,0.4071058493350561,-0.015509421468403606,0.03821647720669863
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modified results/hedonic/coefs_A4_spline_mmt.csv +51 −52

		@@ -1,53 +1,52 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,-0.08304609705447548,0.0011669703502107734,-71.16384494214101,0.0,-0.08533596908881078,-0.08075622502014018
3		−km,-0.02980005316989669,0.0005239452943482047,-56.87626836494137,0.0,-0.03082815784867695,-0.02877194849111643
4		−na0,-0.05181910730642477,226.79460224693187,-0.00022848474696062035,0.9998177391578906,-445.07650814901893,444.9728699344061
5		−na1,-0.051129287162968,570.7172889365804,-8.958776640223636e-05,0.9999285364030435,-1119.9335317933576,1119.8312732190318
6		−na2,-0.050170126846817306,1134.800953281065,-4.421050819684259e-05,0.9999647335560522,-2226.7982335939387,2226.697893340245
7		−na3,-0.014309728734240287,1809.2017182851682,-7.90941584325025e-06,0.9999936907087941,-3550.096296322756,3550.067676865288
8		−na4,-0.0430938368673449,3850.165878072767,-1.1192722140303182e-05,0.9999910716360385,-7554.979832511056,7554.8936448373215
9		−na5,-0.5136561822290999,5671.312593090584,-9.057095227917648e-05,0.9999277521218644,-11128.971292270564,11127.943979906106
10		−na6,-0.1384143434567652,7155.301285512643,-1.9344306820037486e-05,0.9999845691682774,-14040.533106444676,14040.256277757762
11		−nk0,-0.013144816397208174,37.6397150314562,-0.00034922730913937075,0.9997214235805352,-73.87117455581124,73.8448849230168
12		−nk1,-0.025582595185449208,113.72966138114391,-0.00022494215558871555,0.9998205650606447,-223.1900966071036,223.1389314167327
13		−nk2,0.02143825743449696,230.6250074437617,9.295721080778597e-05,0.9999258486184726,-452.51941238924854,452.56228890411757
14		−nk3,0.04184103828952441,365.6358009501297,0.00011443364730914644,0.9999087170004224,-717.4221418266301,717.505823903209
15		−nk4,0.06613754100580804,853.2012009695222,7.751693379082642e-05,0.999938165230164,-1674.1165607670791,1674.248835849091
16		−nk5,-0.39318492165359537,1299.9602383700212,-0.00030245919071078466,0.9997587302120832,-2551.222856861236,2550.4364870179284
17		−nk6,0.3009880592787683,1690.9998153596723,0.00017799414083007973,0.9998580151955836,-3317.8408880894162,3318.4428642079733
18		−C(transmission)[T.Manual],-0.06047943805345414,0.010522897330806153,-5.747413108022869,1.1883114714450471e-08,-0.08112785325409955,-0.03983102285280874
19		−C(transmission)[T.unknown],0.030875542857541807,0.010067722192902579,3.066785342895941,0.002219385803459595,0.011120289011700202,0.05063079670338341
20		−C(drivetrain)[T.FWD],-0.018323064478652236,0.005942143580005982,-3.0835782124661804,0.0020989438902088153,-0.029982956613360853,-0.006663172343943617
21		−C(drivetrain)[T.RWD],-0.051049635697392466,0.020258107722260877,-2.519960718803757,0.011884904209948033,-0.09080083788807258,-0.011298433506712356
22		−C(drivetrain)[T.unknown],-0.00800316062774042,0.006723369507085624,-1.1903496631125285,0.23417932729611035,-0.021196002937742042,0.005189681682261204
23		−C(powertrain)[T.BEV],0.025921523102443906,0.01901193721866658,1.3634340785111185,0.1730393998455566,-0.01138439760728108,0.0632274438121689
24		−C(powertrain)[T.Diesel],0.05714847750543831,0.015051296512173818,3.7969139375611514,0.00015494226592682736,0.02761427129575159,0.08668268371512504
25		−C(powertrain)[T.HEV],0.04388330953299455,0.010986691217392042,3.9942243451355792,6.945246340550604e-05,0.022324820952681117,0.06544179811330797
26		−C(powertrain)[T.PHEV],0.031374387302605895,0.012142704749080248,2.583805498934029,0.009906491271275408,0.007547526559239737,0.055201248045972054
27		−C(powertrain)[T.unknown],0.02731539341540134,0.006993118386815932,3.9060390378774112,9.984687901876121e-05,0.013593239957197755,0.04103754687360492
28		−C(body)[T.Coupe],-0.10570211857476675,0.023537385491321016,-4.490818175780079,7.884098664145966e-06,-0.15188803991219468,-0.059516197237338815
29		−C(body)[T.Hatchback],-0.08185111327720165,0.03635394613644945,-2.251505599144174,0.024560600879249606,-0.1531861601192675,-0.010516066435135793
30		−C(body)[T.Pickup],-0.04591694020611806,0.047196217317730646,-0.9728944990866464,0.33083087901541575,-0.13852708933523963,0.0466932089230035
31		−C(body)[T.SUV],-0.0760926544092988,0.03699946900248597,-2.056587741953437,0.039973752343011704,-0.14869436990168128,-0.0034909389169163058
32		−C(body)[T.Sedan],-0.08320760633559199,0.033342106765938864,-2.495571348256673,0.012728759257882638,-0.14863271146817347,-0.01778250120301049
33		−C(body)[T.Van],-0.097031349472018,0.0428810260201544,-2.26280381972233,0.02385236606609875,-0.18117407192372464,-0.012888627020311336
34		−C(body)[T.Wagon],-0.077901473085638,0.038108906132199,-2.0441802453053732,0.04118598395319073,-0.15268016681634872,-0.003122779354927288
35		−C(source_class)[T.banner],-0.01994774582394693,0.013378610522369563,-1.4910177548403487,0.13625861518957905,-0.04619974621787713,0.006304254569983268
36		−C(source_class)[T.full_portal],-0.030286760820812584,0.011520536652007338,-2.6289366316572953,0.008690942045496142,-0.05289278049834914,-0.007680741143276031
37		−C(source_class)[T.small_portal],0.047138921894404405,0.03525694336732517,1.337011022291031,0.18151001032772163,-0.02204354586786534,0.11632138965667416
38		−C(region)[T.(missing)],0.030022810990545386,0.030814084901318168,0.9743210316546206,0.3301226433778992,-0.03044171689263337,0.09048733887372415
39		−C(region)[T.Abitibi-Témiscamingue],0.03047929987779571,0.015980299930405357,1.907304619471092,0.056755101546799525,-0.0008778309218997297,0.061836430677491144
40		−C(region)[T.Bas-Saint-Laurent],0.03705788763974842,0.03160104246049697,1.1726792774660142,0.241191690670004,-0.024950837237507205,0.09906661251700405
41		−C(region)[T.Capitale-Nationale],0.00018811997419042204,0.016371258446771893,0.011490868267827987,0.9908340086565319,-0.03193616396958555,0.032312403917966394
42		−C(region)[T.Centre-du-Québec],0.012483281752859931,0.01857910438467856,0.6718990051616477,0.5017965059595875,-0.023973318490486235,0.0489398819962061
43		−C(region)[T.Chaudière-Appalaches],0.011331880923327306,0.022847011596555538,0.49598963415573016,0.6200060216733412,-0.033499363429742725,0.05616312527639734
44		−C(region)[T.Côte-Nord],0.009238359867216087,0.014989264756033564,0.6163317559320186,0.5378098161308438,-0.020174125354786056,0.03865084508921823
45		−C(region)[T.Estrie],0.01498814113189832,0.017553497490383384,0.8538549733527188,0.39338103327598306,-0.019455975636573072,0.04943225790036972
46		−C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.026904159239928394,0.019433415970901726,1.384427693011504,0.16652307797862087,-0.01122880254040775,0.06503712102026454
47		−C(region)[T.Lanaudière],-0.01025317733712667,0.02617232279004195,-0.39175649098397186,0.6953180191003301,-0.061609469311202134,0.041103114636948795
48		−C(region)[T.Laurentides],-0.005451159536868261,0.017770471226205547,-0.3067537977737816,0.7590918890178626,-0.04032103012998026,0.02941871105624374
49		−C(region)[T.Laval],0.010861779879471841,0.021635377861634355,0.5020379098038703,0.6157466152587763,-0.031591952307198995,0.05331551206614267
50		−C(region)[T.Mauricie],0.024046332027682624,0.015349817349690657,1.5665549289527687,0.11752150560001473,-0.006073642721344193,0.054166306776709444
51		−C(region)[T.Montérégie],0.01291498969959945,0.013767253673263627,0.9380948449203564,0.34841243116238996,-0.01409962054333637,0.03992959994253527
52		−C(region)[T.Outaouais],0.02107466964130463,0.014319118697520394,1.4717853861323238,0.14137991810698858,-0.0070228303987413705,0.04917216968135063
53		−C(region)[T.Saguenay–Lac-Saint-Jean],0.023092594344520614,0.01930454446429379,1.1962258103128671,0.23187979142320003,-0.014787491037584102,0.06097267972662533
	2	+age,-0.08304675106403728,0.0011670207037114799,-71.16133484172424,0.0,-0.085336721903859,-0.08075678022421555
	3	+km,-0.02979965399108541,0.000523918177659102,-56.87845022715582,0.0,-0.03082770546050347,-0.028771602521667352
	4	+na0,-0.03803077270928497,64.91415663879688,-0.000585862540291486,0.9995326611680211,-127.41497046341752,127.33890891799894
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	6	+na2,0.01883048637151755,324.87567345893694,5.7962131085501705e-05,0.9999537639730935,-637.464134830702,637.501795803445
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	8	+na4,0.19097478274473964,1102.1267255348894,0.00017327842463130076,0.9998617768926388,-2162.4425202671146,2162.8244698326043
	9	+na5,-0.16890821597917519,1623.3711421414657,-0.00010404781235445664,0.9999170017155081,-3185.6073206531905,3185.269504221232
	10	+na6,0.2965166764033632,2048.1979104933125,0.00014476954345293057,0.9998845182473226,-4018.7525664262907,4019.3455997790975
	11	+nk0,-0.019848221382553148,0.0239919908861608,-0.8272853001958298,0.40826424178131226,-0.06692618610404269,0.027229743338936387
	12	+nk1,-0.0458216532979833,0.015346941064326597,-2.98571898503566,0.0028950376761356367,-0.07593598409434522,-0.015707322501621383
	13	+nk2,-0.019600087432695496,0.019690017375340645,-0.9954327139011175,0.3197562904238125,-0.05823656190286966,0.019036387037478664
	14	+nk3,-0.02320976749288934,0.024445671947082807,-0.9494428111091071,0.34261496316277285,-0.07117796183651559,0.024758426850736905
	15	+nk4,-0.08569534765849066,0.04366928059873745,-1.9623714080824186,0.049984301680353393,-0.1713848121633335,-5.8831536477871316e-06
	16	+nk5,-0.6243837132510681,0.10592829882678065,-5.894399515205018,5.069518582700994e-09,-0.832240107446814,-0.41652731905532225
	17	+C(transmission)[T.Manual],-0.06047891807972319,0.010522891824240812,-5.747366702031694,1.1886275519401579e-08,-0.08112732247518406,-0.039830513684262325
	18	+C(transmission)[T.unknown],0.030885752131592288,0.010066471161614384,3.068180659908538,0.0022091417843668193,0.011132953105241511,0.050638551157943065
	19	+C(drivetrain)[T.FWD],-0.018327271279909452,0.0059422173528372495,-3.084247881164877,0.002094267758140589,-0.02998730817437412,-0.006667234385444785
	20	+C(drivetrain)[T.RWD],-0.05104141853690566,0.020261649247851052,-2.5191147034745507,0.011913322857920683,-0.0907995700390283,-0.01128326703478301
	21	+C(drivetrain)[T.unknown],-0.008013488218272236,0.006722738766446428,-1.191997561807401,0.2335328221360713,-0.02120509286585137,0.005178116429306897
	22	+C(powertrain)[T.BEV],0.02591723181587943,0.01901595478904526,1.3629203531136846,0.17320121732572114,-0.011396572317836962,0.06323103594959582
	23	+C(powertrain)[T.Diesel],0.05713482538075693,0.015052025059932146,3.7958231635454434,0.0001556158099156324,0.027599189587930267,0.0866704611735836
	24	+C(powertrain)[T.HEV],0.04385789441236856,0.010987185325127316,3.991731559498415,7.017558728850126e-05,0.022298436275729427,0.06541735254900768
	25	+C(powertrain)[T.PHEV],0.0313684070189911,0.01214094043712896,2.5836884038291994,0.009909833086668485,0.007545008273263848,0.055191805764718355
	26	+C(powertrain)[T.unknown],0.027311848378456204,0.006993276342612969,3.9054438921616246,0.00010008938174688176,0.01358938497359268,0.041034311783319725
	27	+C(body)[T.Coupe],-0.10569583419847432,0.02353891763944002,-4.4902588902974205,7.904434923489134e-06,-0.15188476197315195,-0.05950690642379669
	28	+C(body)[T.Hatchback],-0.0818467147069075,0.03636224124737556,-2.2508710106755254,0.024600916029562603,-0.15319803851995895,-0.010495390893856052
	29	+C(body)[T.Pickup],-0.05195441692557604,0.04652551395639569,-1.1166865770525047,0.2643850470786795,-0.14324848731269854,0.03933965346154645
	30	+C(body)[T.SUV],-0.07611946026973411,0.037004917231561255,-2.057009337256734,0.03993310005712769,-0.1487318664770897,-0.0035070540623785285
	31	+C(body)[T.Sedan],-0.08319524432663919,0.03334580440557781,-2.494923898513691,0.012751866536489409,-0.14862760510337714,-0.01776288354990123
	32	+C(body)[T.Van],-0.09466175562564216,0.04318239633609907,-2.192137622212226,0.028589561253323792,-0.17939583796780006,-0.009927673283484262
	33	+C(body)[T.Wagon],-0.07767624845194385,0.0380796657132393,-2.039835355617049,0.041617794547238685,-0.1523975655598158,-0.002954931344071904
	34	+C(source_class)[T.banner],-0.019959098881730655,0.013380145995943057,-1.4916951494985464,0.1360808843663206,-0.046214112238239353,0.006295914474778043
	35	+C(source_class)[T.full_portal],-0.030295532516386215,0.011520513836278619,-2.629703236064368,0.008671501406179116,-0.05290150742406283,-0.007689557608709607
	36	+C(source_class)[T.small_portal],0.04713253232107625,0.03526260876223443,1.3366150144726183,0.18163926409702813,-0.02206105228693326,0.11632611692908576
	37	+C(region)[T.(missing)],0.030027474206227703,0.030814447007689445,0.9744609143475669,0.33005324828583427,-0.030437764215357526,0.09049271262781293
	38	+C(region)[T.Abitibi-Témiscamingue],0.03047576716271806,0.015980326907546815,1.9070803331517376,0.05678416907904538,-0.0008814165725140773,0.0618329508979502
	39	+C(region)[T.Bas-Saint-Laurent],0.03705987137343008,0.03160092056249773,1.172746575535231,0.24116470603457496,-0.0249486143110993,0.09906835705795947
	40	+C(region)[T.Capitale-Nationale],0.00019749212773398123,0.016371534051509953,0.012063141249476645,0.9903775417962462,-0.03192733261777024,0.03232231687323821
	41	+C(region)[T.Centre-du-Québec],0.012490611357135778,0.018579963758192066,0.6722624177148118,0.5015652570665523,-0.023967675180446804,0.04894889789471836
	42	+C(region)[T.Chaudière-Appalaches],0.011333157009860057,0.022846786788347215,0.4960503686951911,0.6199631864465429,-0.03349764621629596,0.05616396023601608
	43	+C(region)[T.Côte-Nord],0.009238642056465294,0.014989573158423836,0.6163379009410528,0.5378057628440471,-0.020174448324021536,0.03865173243695212
	44	+C(region)[T.Estrie],0.014989197868753561,0.017551338336002174,0.8540202223785395,0.393289509694867,-0.019450682127777185,0.049429077865284304
	45	+C(region)[T.Gaspésie–Îles-de-la-Madeleine],0.026903564874653733,0.019433323392633456,1.3844037034268675,0.1665304173066735,-0.011229215245207948,0.06503634499451541
	46	+C(region)[T.Lanaudière],-0.010259463966349226,0.026170277655613347,-0.39202732586020694,0.6951179583117102,-0.061611742902618144,0.04109281496991969
	47	+C(region)[T.Laurentides],-0.005449003228379105,0.017770545687484995,-0.3066311707139413,0.7591852099188219,-0.04031901993214544,0.02942101347538723
	48	+C(region)[T.Laval],0.010861788214325544,0.02163545474581245,0.5020365109925803,0.6157475988608558,-0.03159209483730023,0.05331567126595131
	49	+C(region)[T.Mauricie],0.024046819448652817,0.015350067321787852,1.5665611716582386,0.11752004536595195,-0.006073645804793953,0.05416728470209958
	50	+C(region)[T.Montérégie],0.012916713147031725,0.013767077735287176,0.9382320195609971,0.3483419804578818,-0.014097551863951984,0.03993097815801543
	51	+C(region)[T.Outaouais],0.0210770509089304,0.014319265777308937,1.4719365669104492,0.14133909108667875,-0.00702073773647266,0.04917483955433346
	52	+C(region)[T.Saguenay–Lac-Saint-Jean],0.023090392918594774,0.019305648926583048,1.1960433449507257,0.23195095392231124,-0.014791859679933812,0.060972645517123364

modified results/hedonic/coefs_A5_spline_dealerFE.csv +34 −35

		@@ -1,36 +1,35 @@
1	1	term,Estimate,Std. Error,t value,Pr(>|t|),2.5%,97.5%
2		−age,-0.08045607187452425,0.0009721804926795182,-82.75836892465482,0.0,-0.082363720104071,-0.0785484236449775
3		−km,-0.027517031161326762,0.0004197560824723766,-65.55481221201269,0.0,-0.028340691946129076,-0.026693370376524448
4		−na0,-0.030815275247337116,2.4900687272751525,-0.012375270975374981,0.9901285764855032,-4.916919486147307,4.8552889356526325
5		−na1,-0.019057965370352682,6.266582010567929,-0.003041205770260955,0.9975740530531509,-12.31557509134225,12.277459160601545
6		−na2,-0.01131874732379241,12.460746547707428,-0.0009083522628806597,0.9992754132202695,-24.462252776094793,24.43961528144721
7		−na3,0.041681262526093325,19.86310719033914,0.002098426098529334,0.9983260999463428,-38.93443639285988,39.01779891791206
8		−na4,0.03614043340497585,42.27217054466665,0.0008549462433396521,0.9993180148491381,-82.91186346695244,82.9841443337624
9		−na5,-0.3003312221163145,62.266046985360475,-0.004823354567328261,0.9961524553711931,-122.48105299849436,121.88039055426174
10		−na6,0.10541222292147036,78.56030551650613,0.0013418000633834402,0.9989296548613293,-154.04850143786118,154.25932588370412
11		−nk0,0.01811710611795711,1.5896205676260662,0.011397126136215721,0.9909087812633759,-3.101094690783046,3.1373289030189606
12		−nk1,0.013013799181454675,4.802678324948592,0.0027096961946944417,0.9978384950583032,-9.410977807993287,9.437005406356196
13		−nk2,0.07034021604949985,9.739406128462095,0.007222228452301634,0.9942389239793132,-19.040679803071914,19.18136023517091
14		−nk3,0.09938945007764809,15.43935266040506,0.006437410444839243,0.9948649537299787,-30.19627477045408,30.39505367060938
15		−nk4,0.17122191021694227,36.02789916487677,0.004752481110079956,0.9962089900330522,-70.52404360240115,70.86648742283504
16		−nk5,-0.13549984858213637,54.89403806532707,-0.002468389161330849,0.9980309835128867,-107.85059526195454,107.57959556479025
17		−nk6,0.4438468954908804,71.40500145054975,0.006215907660169415,0.9950416415664385,-139.66966661730183,140.55736040828359
18		−C(transmission)[T.Manual],-0.05455392006172659,0.008413310470909388,-6.484239497681333,1.37289735135937e-10,-0.0710628265305466,-0.03804501359290658
19		−C(transmission)[T.unknown],0.0041305749223210135,0.008260405387438866,0.5000450617837893,0.6171486264323511,-0.012078295582017451,0.020339445426659476
20		−C(drivetrain)[T.FWD],-0.02379868545020988,0.004410793084821748,-5.3955569877229115,8.44949594736022e-08,-0.0324537054619425,-0.015143665438477262
21		−C(drivetrain)[T.RWD],-0.06014121242972176,0.018712640032482138,-3.213935197028654,0.0013493627516920625,-0.09685984122026883,-0.023422583639174682
22		−C(drivetrain)[T.unknown],-0.01509453504349103,0.004722563044538663,-3.1962590866726233,0.0014339618830798706,-0.024361321508221068,-0.0058277485787609894
23		−C(powertrain)[T.BEV],0.0386848882131962,0.013857557045093269,2.7916095230431597,0.005340244011039941,0.011493081381056952,0.06587669504533544
24		−C(powertrain)[T.Diesel],0.04749170779947143,0.013289116644217492,3.573729471336723,0.0003679974505927941,0.02141531557655228,0.07356810002239057
25		−C(powertrain)[T.HEV],0.030693511312783042,0.009979539085734642,3.0756441804670325,0.0021550798738385613,0.011111293595038589,0.050275729030527495
26		−C(powertrain)[T.PHEV],0.032548816743084394,0.01139308179276076,2.856893098385911,0.004362905874170542,0.010192893666353654,0.05490473981981513
27		−C(powertrain)[T.unknown],0.022806512014463595,0.005489370047527231,4.154668353017507,3.523744728095579e-05,0.012035068716285431,0.03357795531264176
28		−C(body)[T.Coupe],-0.10173457918154645,0.02192087754103457,-4.64099026104705,3.907610623743452e-06,-0.144748529313388,-0.05872062904970489
29		−C(body)[T.Hatchback],-0.08900182192349917,0.029452260245759945,-3.021901245637411,0.002573101250983756,-0.1467941275056847,-0.03120951634131363
30		−C(body)[T.Pickup],-0.05056572850274625,0.04104727197011832,-1.2318901129302136,0.21826725676378178,-0.1311101914817351,0.029978734476242608
31		−C(body)[T.SUV],-0.06368162153337112,0.03148899058358286,-2.022345599308358,0.043395015525230285,-0.12547047410684964,-0.001892768959892592
32		−C(body)[T.Sedan],-0.09607317212469488,0.0269165215879345,-3.5693011747758776,0.00037419673295713274,-0.14888975828274195,-0.04325658596664781
33		−C(body)[T.Van],-0.07926627110116924,0.034015755674969665,-2.330281057360044,0.019980926718723868,-0.14601323483750317,-0.012519307364835294
34		−C(body)[T.Wagon],-0.06499498015194982,0.03129425145866054,-2.076898379812908,0.03805481774467445,-0.12640170847002632,-0.003588251833873325
35		−C(source_class)[T.banner],1.484689326550877,67.40105581029646,0.02202768649098921,0.9824300754601354,-130.7721351564316,133.74151380953333
36		−C(source_class)[T.small_portal],-0.03427527771704855,120.2229314755172,-0.00028509767060561607,0.9997725793867329,-235.94012209025487,235.87157153482076
	2	+age,-0.08045688507224748,0.0009722216453288861,-82.7557023224167,0.0,-0.08236461405303261,-0.07854915609146235
	3	+km,-0.027516734834274324,0.0004197298194484017,-65.55820806450235,0.0,-0.028340344084807473,-0.026693125583741175
	4	+na0,-0.022605401530468187,1.088417902702879,-0.02076904603859599,0.9834338548994785,-2.1583389414777767,2.1131281384168408
	5	+na1,0.0016044451275578912,2.7383566114199627,0.0005859153336226407,0.9995326190551206,-5.371699361087576,5.374908251342693
	6	+na2,0.029764357410538397,5.444618210931763,0.005466748311346643,0.9956392310418907,-10.653865245169792,10.713393959990869
	7	+na3,0.10715672958766266,8.67844093954335,0.012347463137002248,0.990150756926734,-16.92199847174339,17.136311930918712
	8	+na4,0.17549737957596184,18.46663901681282,0.009503482437501567,0.9924192461308938,-36.0604191928779,36.41141395202983
	9	+na5,-0.09508710471242422,27.20356466650917,-0.0034953913532327543,0.9972117540139618,-53.4749197224137,53.28474551298885
	10	+na6,0.36435082437724914,34.3195595767718,0.01061641900043057,0.9915315086543637,-66.97874807385949,67.707449722614
	11	+nk0,0.02136894703350187,1.273079147202238,0.016785246290824098,0.9866111440547294,-2.476713661618305,2.5194515556853085
	12	+nk1,0.022856776041531975,3.846179963350051,0.005942721416920792,0.9952595564807769,-7.524258654530746,7.56997220661381
	13	+nk2,0.09030608392238888,7.799858390698457,0.011577913264435843,0.9907645780341263,-15.214862207122913,15.39547437496769
	14	+nk3,0.13104979512440032,12.36480116527136,0.01059861726628293,0.9915457081859325,-24.13161668424033,24.393716274489133
	15	+nk4,0.24507085956862495,28.854292007580213,0.00849339361729074,0.9932249549353873,-56.373879507738316,56.86402122687557
	16	+nk5,-0.022849102462458602,43.962072661820685,-0.0005197457962964094,0.9995854020702393,-86.28684093527774,86.24114273035282
	17	+nk6,0.5901548266167735,57.18700725557204,0.010319736159287676,0.9917681577085808,-111.62428885501805,112.80459850825159
	18	+C(transmission)[T.Manual],-0.05455399935266175,0.008413110220973264,-6.484403261074918,1.3714651636576036e-10,-0.07106251288371043,-0.038045485821613066
	19	+C(transmission)[T.unknown],0.0041239649248495025,0.008260614197887293,0.4992322394022752,0.6177208662075389,-0.012085315315011586,0.020333245164710592
	20	+C(drivetrain)[T.FWD],-0.02379951216035432,0.004411563870679301,-5.394801675327354,8.484146718501506e-08,-0.03245604463637478,-0.015142979684333854
	21	+C(drivetrain)[T.RWD],-0.06013120000016096,0.018715584392740982,-3.2128945983371704,0.001354212511970987,-0.09685560632242897,-0.023406793677892945
	22	+C(drivetrain)[T.unknown],-0.0151007732522974,0.004721994164821955,-3.19796525052817,0.0014255875070567914,-0.024366443440376577,-0.005835103064218222
	23	+C(powertrain)[T.BEV],0.038674364500512495,0.013861941937712449,2.7899672841145002,0.005367201568793112,0.01147395347120542,0.06587477552981957
	24	+C(powertrain)[T.Diesel],0.04747634730280724,0.013289672367148047,3.5724242096568424,0.00036981465145369263,0.021398864619965707,0.07355382998564877
	25	+C(powertrain)[T.HEV],0.030671617838922263,0.009979909242476775,3.0733363494305985,0.00217166546899894,0.011088673786038294,0.05025456189180623
	26	+C(powertrain)[T.PHEV],0.03254801224274685,0.011390398325941622,2.857495524859634,0.004354697740589053,0.010197354763058143,0.05489866972243556
	27	+C(powertrain)[T.unknown],0.022803520714151274,0.005489363138464682,4.154128655538205,3.531934870748543e-05,0.012032090973189118,0.033574950455113425
	28	+C(body)[T.Coupe],-0.10172731226727452,0.021921802932084414,-4.640462857112359,3.917394927110962e-06,-0.14474307823538432,-0.05871154629916473
	29	+C(body)[T.Hatchback],-0.08897583017949454,0.02945694298371661,-3.0205384933758785,0.00258460663769422,-0.1467773244018963,-0.031174335957092764
	30	+C(body)[T.Pickup],-0.055905126886753045,0.040383217579925614,-1.3843653437497099,0.16654215349965296,-0.1351465579788519,0.023336304205345784
	31	+C(body)[T.SUV],-0.06371106317403763,0.031495744233289456,-2.022846728184253,0.04334321372736838,-0.12551316800674456,-0.001908958341330716
	32	+C(body)[T.Sedan],-0.0960632939010527,0.02691878483856971,-3.5686341146949365,0.0003751389958297491,-0.14888432109252905,-0.04324226670957635
	33	+C(body)[T.Van],-0.07714557135009661,0.03435362534239563,-2.2456311548257957,0.024936001892772452,-0.1445555153434261,-0.00973562735676714
	34	+C(body)[T.Wagon],-0.06477523232214234,0.031264249379827413,-2.071862706031803,0.03852311869337277,-0.12612308946043307,-0.003427375183851604
	35	+C(body)[T.unknown],-0.7240899779403578,52.51339898269017,-0.013788670929090637,0.9890012129014654,-103.76780804381521,102.3196280879345

modified results/hedonic/cv_grouped_dealer.json +30 −30

		@@ -3,36 +3,36 @@
3	3	"A1_linear_mm": [
4	4	{
5	5	"fold": 0,
6		− "rmse": 0.18693821272743685,
7		− "mae": 0.12127882495001567,
	6	+ "rmse": 0.18693903186566718,
	7	+ "mae": 0.12127991975411119,
8	8	"coverage": 0.981404958677686,
9	9	"n_test": 28025
10	10	},
11	11	{
12	12	"fold": 1,
13		− "rmse": 0.1689489573784104,
14		− "mae": 0.11600697048809541,
	13	+ "rmse": 0.1689484486233968,
	14	+ "mae": 0.1160054954768121,
15	15	"coverage": 0.9957793625382041,
16	16	"n_test": 27368
17	17	},
18	18	{
19	19	"fold": 2,
20		− "rmse": 0.1879527408643334,
21		− "mae": 0.11820441008184018,
	20	+ "rmse": 0.18795812459437666,
	21	+ "mae": 0.118206431770551,
22	22	"coverage": 0.9681953824407099,
23	23	"n_test": 24658
24	24	},
25	25	{
26	26	"fold": 3,
27		− "rmse": 0.16969744854518914,
28		− "mae": 0.11597858388622154,
	27	+ "rmse": 0.16969833684252977,
	28	+ "mae": 0.11598282970058942,
29	29	"coverage": 0.9874487993686821,
30	30	"n_test": 26277
31	31	},
32	32	{
33	33	"fold": 4,
34		− "rmse": 0.16433178386011618,
35		− "mae": 0.11160618930651088,
	34	+ "rmse": 0.1643343307929432,
	35	+ "mae": 0.1116071242424342,
36	36	"coverage": 0.989283440616821,
37	37	"n_test": 27971
38	38	}
		@@ -40,36 +40,36 @@
40	40	"A2_spline_mm": [
41	41	{
42	42	"fold": 0,
43		− "rmse": 0.18247406434203167,
44		− "mae": 0.1168567356577753,
	43	+ "rmse": 0.18247416501137825,
	44	+ "mae": 0.11685535420656493,
45	45	"coverage": 0.981404958677686,
46	46	"n_test": 28025
47	47	},
48	48	{
49	49	"fold": 1,
50		− "rmse": 0.16449457130624476,
51		− "mae": 0.11357864654060575,
	50	+ "rmse": 0.16449418899106194,
	51	+ "mae": 0.11357664758477543,
52	52	"coverage": 0.9957793625382041,
53	53	"n_test": 27368
54	54	},
55	55	{
56	56	"fold": 2,
57		− "rmse": 0.18346768958958332,
58		− "mae": 0.11371211646852107,
	57	+ "rmse": 0.18347533603973568,
	58	+ "mae": 0.11371365037412534,
59	59	"coverage": 0.9681953824407099,
60	60	"n_test": 24658
61	61	},
62	62	{
63	63	"fold": 3,
64		− "rmse": 0.16365089456621493,
65		− "mae": 0.111445888208756,
	64	+ "rmse": 0.1636540676216123,
	65	+ "mae": 0.11145253770269004,
66	66	"coverage": 0.9874487993686821,
67	67	"n_test": 26277
68	68	},
69	69	{
70	70	"fold": 4,
71		− "rmse": 0.15898012951023785,
72		− "mae": 0.10531791826215052,
	71	+ "rmse": 0.15898308440513115,
	72	+ "mae": 0.10531774357076511,
73	73	"coverage": 0.989283440616821,
74	74	"n_test": 27971
75	75	}
		@@ -77,36 +77,36 @@
77	77	"A2t_tensor_mm": [
78	78	{
79	79	"fold": 0,
80		− "rmse": 0.1922662303690302,
81		− "mae": 0.11694656027535673,
	80	+ "rmse": 0.19227031816882953,
	81	+ "mae": 0.11694511678982157,
82	82	"coverage": 0.981404958677686,
83	83	"n_test": 28025
84	84	},
85	85	{
86	86	"fold": 1,
87		− "rmse": 0.1638437914079094,
88		− "mae": 0.11310827860547738,
	87	+ "rmse": 0.1638436900685249,
	88	+ "mae": 0.11310644466719338,
89	89	"coverage": 0.9957793625382041,
90	90	"n_test": 27368
91	91	},
92	92	{
93	93	"fold": 2,
94		− "rmse": 0.18460331201334176,
95		− "mae": 0.11344135236805945,
	94	+ "rmse": 0.18460883941462092,
	95	+ "mae": 0.11344293139081565,
96	96	"coverage": 0.9681953824407099,
97	97	"n_test": 24658
98	98	},
99	99	{
100	100	"fold": 3,
101		− "rmse": 0.16252371650204303,
102		− "mae": 0.11105458539516959,
	101	+ "rmse": 0.16252544047261652,
	102	+ "mae": 0.11105970941919643,
103	103	"coverage": 0.9874487993686821,
104	104	"n_test": 26277
105	105	},
106	106	{
107	107	"fold": 4,
108		− "rmse": 0.15853828703791556,
109		− "mae": 0.1051381087059877,
	108	+ "rmse": 0.15853988491370485,
	109	+ "mae": 0.10513761737274525,
110	110	"coverage": 0.989283440616821,
111	111	"n_test": 27971
112	112	}
		@@ -114,36 +114,36 @@
114	114	"A4_spline_mmt": [

Diff truncated — file too large.