Rendered from
VIMPS.Rmdusingknitr::rmarkdownPackage: 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:
VIMPS_1.0.tar.gz
VIMPS_1.0.tar.gz(r-4.7-any)VIMPS_1.0.tar.gz(r-4.6-any)
VIMPS_1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
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.
Last updated from:1145685d3b. Checks:1 FAIL, 3 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | FAIL | 169 | ||
| source / vignettes | OK | 192 | ||
| linux-release-x86_64 | OK | 143 | ||
| wasm-release | OK | 137 |
Exports:calc_vimpsgraph_results
Dependencies:bitopscaretcaToolsclasscliclockcodetoolscorpcorcpp11data.tablediagramdigestdplyre1071farverforeachfuturefuture.applygenericsggplot2glmnetglobalsgluegowergplotsgtablegtoolshardhatipredisobanditeratorsKernSmoothknockofflabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6rangerRColorBrewerRcppRcppEigenRdsdprecipesreshape2rlangROCRrpartRSpectraS7scalesshapesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| calc_vimps | calc_vimps |
| graph_results | graph_results |