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

# check outcome
1 Clean re-run (deleted results.json/forecasts.csv, re-ran analysis.py): byte-identical outputs PASS
2 Independent ridge implementation (augmented least squares, separate code) vs script forecasts, 60 origins PASS (max abs diff 4.7e-11)
3 Leakage test: replace all data dated > t with random noise (×100), recompute ridge per origin PASS (max forecast change 0)
4 Naive = ip_growth_t; mean = mean(ip_growth 1992-04..t); actual = ip_growth_{t+1} PASS
5 target_date = origin_date + 1 month; 180 rows, 60 per model PASS
6 n_analysed = 413 training rows at last origin (1992-03..2026-07) = 417 − 2 − 2 per exclusions.csv PASS
7 rel improvements equal 1 − RMSE ratio; RMSE ≥ MAE > 0 for all models PASS
8 Chronology first_origin 2021-09-01 < last_origin 2026-08-01; last target 2026-09-01 exists in data PASS
9 Magnitudes: ridge RMSE (0.561) between mean (0.544) and naive (0.883) baselines; plausible for monthly IP growth PASS
10 Gate run (see phases.json P4) see receipt
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