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Integrate P33 cross-size covariance diagnostics - #69

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LightChainr merged 2 commits into
mainfrom
research/covariance-diagnostics-main
Aug 28, 2026
Merged

Integrate P33 cross-size covariance diagnostics#69
LightChainr merged 2 commits into
mainfrom
research/covariance-diagnostics-main

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Purpose

Put the already-computed P33 cross-size covariance audit on current main without carrying forward the old divergent PR stack.

Includes

  • historical P33 covariance/correlation outputs and root-doubling diagnostics;
  • batchwise audit/reconstruction script;
  • root-doubling scorer;
  • archive validator;
  • synthetic regression tests;
  • dedicated lightweight workflow for the committed covariance archive.

Interpretation

This is research diagnostic infrastructure, not a claim that the generic scorer is a fully calibrated statistical package. For the historical data, the measured correlations are modest and the full-covariance diagnostics are close to the diagonal versions; that is already useful for deciding what to run next.

Further pseudoinverse/finite-sample/general-weight hardening is follow-up only if a precision-sensitive paper claim actually depends on it.

Supersedes the old divergent PR #46 after merge.

Bring the P33 covariance audit, root-doubling diagnostic, archive validation, synthetic regressions, and committed historical outputs onto current main. Treat these as research diagnostics; further numerical hardening is optional follow-up for precision-sensitive claims.
@LightChainr
LightChainr merged commit 9637735 into main Aug 28, 2026
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