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Add residualized outcomes and corrected heterogeneity tests - #1

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jiongyi-cao wants to merge 2 commits into
MichaelLLi:mainfrom
jiongyi-cao:feature/pseudo-outcome-corrected-heterogeneity-test
Open

jiongyi-cao wants to merge 2 commits into
MichaelLLi:mainfrom
jiongyi-cao:feature/pseudo-outcome-corrected-heterogeneity-test

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  • Updates the fixed-score and cross-validated heterogeneity tests using the corrected covariance estimators.
  • Adds automatic construction of the residualized pseudo-outcome before testing.
  • Uses SuperLearner with five-fold cross-validation by default, while allowing users to specify a different SuperLearner library or provide their own outcome model.

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