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spb/wp29_uqo

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# Verification checks (P4) — 2026-10-30

# check outcome
1 Clean re-run (deleted results.json, forecasts.csv, exclusions.csv) regenerates byte-identical results.json and forecasts.csv PASS (cmp identical)
2 forecasts.csv has 180 rows, 60 per model, horizon always 1 PASS
3 origin_date < target_date for every row; first_origin 2021-09-01 < last_origin 2026-08-01 PASS
4 Independent ridge implementation (augmented least squares, explicit loops) matches script forecasts PASS (max abs diff 4.7e-11)
5 Naive and expanding-mean baselines recomputed independently PASS (max diff 0 / 5.0e-11). Note: a first attempt showed 1.8e-3 diff caused by an off-by-one bug in the checker (mean started 1992-05); corrected checker confirms the script.
6 Leakage test: all data after 2024-01 multiplied by 3 and shifted by +7; forecasts for the 29 origins ≤ 2024-01 unchanged PASS — no future information used, scaling stats recomputed per origin
7 RMSE/MAE recomputed from forecasts.csv; RMSE ≥ MAE for each model; RMSE > 0 PASS
8 rel_improvement identities 1 − rmse_ridge/rmse_baseline PASS
9 Exclusion ledger: 417 − 2 − 2 = 413 = n_analysed (training rows at last origin) PASS
10 Magnitudes: RMSEs 0.54–0.88 %/month, comparable to sd of ip_growth excl. COVID; ridge between the two baselines PASS (plausible)
11 Input SHA-256 matches README / bundle.json PASS
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