Nonparametric Variable Importance


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Documentation for package ‘vimp’ version 1.1.4

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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