Files
signal-platform/reports/residual-normalization-20260908.md
dennisthiessenandClaude Opus 5.5 7a9b3ad38b research: volatility-standardized residual momentum screen, failed
Strategy review (2026-09-08) and a frozen, paired signal screen of
residual 12-1 momentum divided by its formation-window residual
volatility. Across 73 non-overlapping windows the normalized signal's IC
is 0.0128 against 0.0145 for the matched control, below the frozen 0.03
floor, so the conditional portfolio replay was not run and nothing in
production changes.

Code-review fixes to the runner, before first commit: a missing OHLC
price stops the run instead of reading as 0; the snapshot connection is
closed explicitly (on Windows it otherwise kept the file locked); the
paired-coverage check raises instead of asserting, so python -O cannot
strip it; and source files are recorded as git blob ids with line
endings normalized, so the report can be checked against history. The
report was regenerated with the fixed runner; its screen section is
byte-identical to the original run.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-10 18:45:24 +02:00

1.8 KiB

Residual normalization — signal screen

Generated: 2026-10-10T07:53:06.165467+00:00

Verdict: FAIL

Previously inspected historical data; no production change or new out-of-sample claim.

Era Arm Windows Avg stocks Mean IC IC 95% interval Quintile spread
full unrestricted_control 73 485.5 0.0145 [-0.0257, 0.0450] 0.97%
full paired_control 73 485.4 0.0145 [-0.0257, 0.0450] 0.97%
full normalized 73 485.4 0.0128 [-0.0271, 0.0442] 0.75%
pre_2021 unrestricted_control 30 472.0 0.0078 [-0.0338, 0.0682] 0.76%
pre_2021 paired_control 30 471.7 0.0078 [-0.0338, 0.0683] 0.75%
pre_2021 normalized 30 471.7 0.0050 [-0.0395, 0.0661] 0.46%
post_2021 unrestricted_control 42 495.2 0.0238 [-0.0125, 0.0630] 1.26%
post_2021 paired_control 42 495.2 0.0238 [-0.0125, 0.0630] 1.26%
post_2021 normalized 42 495.2 0.0226 [-0.0147, 0.0631] 1.06%

Paired normalized-minus-control IC differences:

  • full: -0.0016; 95% interval [-0.004960466538844113, 0.0015584142071432597].
  • pre_2021: -0.0028; 95% interval [-0.008151700038659202, 0.001515881215178447].
  • post_2021: -0.0012; 95% interval [-0.005965195533675296, 0.003076462018338155].

Screen checks: {"mean_ic_ge_0_03": false, "at_least_12_windows": true, "pre_2021_positive": true, "post_2021_positive": true}

Portfolio stage: not_run_failed_signal_screen.

Signal IC and quintile spreads are predictive diagnostics, not simulated strategy returns. Intervals resample paired blocks of four non-overlapping forward windows; they remain exploratory. The unrestricted control shows the effect of requiring complete formation history.

Frozen protocol