vimp-package |
vimp: Nonparametric variable importance assessment |
average_vim |
Average multiple independent importance estimates |
cv_vim |
Nonparametric Variable Importance Estimates using Cross-validation |
cv_vim_nodonsker |
Nonparametric Variable Importance Estimates using Cross-validation, without Donsker class relaxation |
format.vim |
Format a 'vim' object |
merge_vim |
Merge multiple 'vim' objects into one |
onestep_based_estimator |
Estimate variable importance using a one-step estimator-based approach |
plot.vim |
Plot 'vim' objects |
print.vim |
Print a 'vim' object |
two_validation_set_cv |
V-fold cross-validation with two validation sets |
vimp |
vimp: Nonparametric variable importance assessment |
vimp_ci |
Confidence intervals for variable importance |
vimp_regression |
Nonparametric Variable Importance Estimates |
vimp_se |
Estimate standard errors |
vimp_update |
Estimate the influence function |