Package: RSquaredMI 0.1.1
RSquaredMI: R-Squared with Multiply Imputed Data
Provides R-squared values and standardized regression coefficients for linear models applied to multiply imputed datasets as obtained by 'mice'. Confidence intervals, zero-order correlations, and alternative adjusted R-squared estimates are also available. The methods are described in Van Ginkel and Karch (2024) <doi:10.1111/bmsp.12344> and in Van Ginkel (2020) <doi:10.1007/s11336-020-09696-4>.
Authors:
RSquaredMI_0.1.1.tar.gz
RSquaredMI_0.1.1.zip(r-4.7)RSquaredMI_0.1.1.zip(r-4.6)RSquaredMI_0.1.1.zip(r-4.5)
RSquaredMI_0.1.1.tgz(r-4.6-any)RSquaredMI_0.1.1.tgz(r-4.5-any)
RSquaredMI_0.1.1.tar.gz(r-4.7-any)RSquaredMI_0.1.1.tar.gz(r-4.6-any)
RSquaredMI_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
RSquaredMI/json (API)
| # Install 'RSquaredMI' in R: |
| install.packages('RSquaredMI', repos = c('https://karchjd.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/karchjd/rsquaredmi/issues
Last updated from:28fb5eedb9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 140 | ||
| source / vignettes | OK | 174 | ||
| linux-release-x86_64 | OK | 132 | ||
| macos-release-arm64 | OK | 109 | ||
| macos-oldrel-arm64 | OK | 71 | ||
| windows-devel | OK | 88 | ||
| windows-release | OK | 78 | ||
| windows-oldrel | OK | 86 | ||
| wasm-release | OK | 112 |
Exports:RsquareSP
Dependencies:altR2backportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrforcatsforeachgenericsglmnetgluegslhavenhmsiteratorsjomolatticelifecyclelm.betalme4magrittrMASSMatrixmatrixStatsmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppEigenRdpackreadrreformulasrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithrxtable
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Calculate R-squared with Standardized Predictors | RsquareSP |
