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@jaydu1 jaydu1 released this 31 Aug 14:42
· 6 commits to main since this release

[0.1.0] - 2026-08-31

Fixed

  • CPI/SCPI resampling definitions now match the FDFI paper. method='cpi'
    computes one half the average per-resample loss difference, while
    method='scpi' averages counterfactual predictions before applying the
    loss difference. Previously the method labels were reversed and the
    loss-first score omitted CPI's one-half normalization.
  • Added exact formula tests and a Gaussian OT simulation test for the
    squared-loss population agreement of normalized CPI and SCPI.

Changed

  • Migration: with identical data and random draws, old method='cpi' is
    new method='scpi'; old method='scpi' is twice new method='cpi'.
    Estimator-dependent importance values, standard errors, intervals, and plots
    should be regenerated after upgrading.