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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.