Variable Importance Testing Approaches

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Documentation for package ‘vita’ version 1.0.0

• DESCRIPTION file.

Help Pages

vita-package	Variable importance testing approaches (vita)
compVarImp	Compute permutation variable importance measure
CVPVI	Cross-validated permutation variable importance measure
CVPVI.default	Cross-validated permutation variable importance measure
NTA	Novel testing approach
NTA.default	Novel testing approach
PIMP	PIMP-algorithm for the permutation variable importance measure
PIMP.default	PIMP-algorithm for the permutation variable importance measure
PimpTest	PIMP testing approach
PimpTest.default	PIMP testing approach
print.CVPVI	Cross-validated permutation variable importance measure
print.NTA	Novel testing approach
print.PIMP	PIMP-algorithm for the permutation variable importance measure
print.PimpTest	PIMP testing approach
print.summary.NTA	Summarizing the results of novel testing approach
print.summary.PimpTest	Summarizing PIMP-algorithm outcomes
summary.NTA	Summarizing the results of novel testing approach
summary.PimpTest	Summarizing PIMP-algorithm outcomes
VarImpCVl	Fold-specific permutation variable importance measure