Package: VIMPS 1.0

Meredith Wallace

VIMPS: Calculate Variable Importance with Knock Off Variables

The variable importance is calculated using knock off variables. Then output can be provided in numerical and graphical form. Meredith L Wallace (2023) <doi:10.1186/s12874-023-01965-x>.

Authors:Meredith Wallace [aut, cre]

VIMPS_1.0.tar.gz
VIMPS_1.0.tar.gz(r-4.5-noble)VIMPS_1.0.tar.gz(r-4.4-noble)
VIMPS_1.0.tgz(r-4.4-emscripten)VIMPS_1.0.tgz(r-4.3-emscripten)
VIMPS.pdf |VIMPS.html✨
VIMPS/json (API)

# Install 'VIMPS' in R:

install.packages('VIMPS', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 165 downloads 2 exports 88 dependencies

Last updated 1 years agofrom:1145685d3b. Checks:2 OK. Indexed: yes.

Target	Result	Latest binary
Doc / Vignettes	OK	Feb 16 2025
R-4.5-linux	OK	Feb 16 2025

Exports:calc_vimps graph_results

Dependencies:bitops caret caTools class cli clock codetools colorspace corpcor cpp11 data.table diagram digest dplyr e1071 fansi farver foreach future future.apply generics ggplot2 glmnet globals glue gower gplots gtable gtools hardhat ipred isoband iterators KernSmooth knockoff labeling lattice lava lifecycle listenv lubridate magrittr MASS Matrix mgcv ModelMetrics munsell nlme nnet numDeriv parallelly pillar pkgconfig plyr pROC prodlim progressr proxy purrr R6 ranger RColorBrewer Rcpp RcppEigen Rdsdp recipes reshape2 rlang ROCR rpart RSpectra scales shape sparsevctrs SQUAREM stringi stringr survival tibble tidyr tidyselect timechange timeDate tzdb utf8 vctrs viridisLite withr

VIMPS

Rendered fromVIMPS.Rmdusingknitr::rmarkdownon Feb 16 2025.

Last update: 2024-02-22
Started: 2024-02-22

Citation

Readme and manuals

Help Manual

Help page	Topics
calc_vimps	calc_vimps
graph_results	graph_results