R: Variable Importance Testing Approaches

# Variable Importance Testing Approaches

## 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