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)

Peer review:

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

2 exports 0.00 score 87 dependencies 152 downloads

Last updated 7 months agofrom:1145685d3b. Checks:OK: 2. Indexed: yes.

Exports:calc_vimpsgraph_results

Dependencies:bitopscaretcaToolsclasscliclockcodetoolscolorspacecorpcorcpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2glmnetglobalsgluegowergplotsgtablegtoolshardhatipredisobanditeratorsKernSmoothknockofflabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6rangerRColorBrewerRcppRcppEigenRdsdprecipesreshape2rlangROCRrpartRSpectrascalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr