Package: vimp
Type: Package
Title: Nonparametric Variable Importance
Version: 1.0.0
Authors@R: c(person("Brian D.", "Williamson", email = "brianw26@uw.edu", role = c("aut", "cre")),
            person("Noah", "Simon", role = c("aut")), person("Marco", "Carone", role = c("aut")))
Author: Brian D. Williamson [aut, cre],
  Noah Simon [aut],
  Marco Carone [aut]
Maintainer: Brian D. Williamson <brianw26@uw.edu>
Description: 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/>. 
License: MIT + file LICENSE
Depends: R (>= 3.1.0)
Imports: SuperLearner, stats, graphics
LazyData: TRUE
RoxygenNote: 6.0.1
Suggests: knitr, rmarkdown, MASS, gam, glmnet, xgboost, covr, testthat
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2018-06-19 19:05:04 UTC; brian
Repository: CRAN
Date/Publication: 2018-06-24 11:15:16 UTC
