Nonparametric Variable Importance

Calculate point estimates of and valid confidence intervals for nonparametric variable importance measures in high and low dimensions, using flexible estimators of the underlying regression functions. For more information about the methods, please see Williamson et al. (2017) < https://biostats.bepress.com/uwbiostat/paper422/>.


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install.packages("vimp")

1.1.4 by Brian D. Williamson, 7 months ago


Browse source code at https://github.com/cran/vimp


Authors: Brian D. Williamson [aut, cre] , Noah Simon [aut] , Marco Carone [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports SuperLearner, stats, graphics

Suggests knitr, rmarkdown, MASS, gam, glmnet, xgboost, covr, testthat


See at CRAN