Package: RSquaredMI 0.1.1

Joost van Ginkel

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:Julian D. Karch [aut, cph], Joost van Ginkel [aut, cre, cph]

RSquaredMI_0.1.1.tar.gz
RSquaredMI_0.1.1.zip(r-4.5)RSquaredMI_0.1.1.zip(r-4.4)RSquaredMI_0.1.1.zip(r-4.3)
RSquaredMI_0.1.1.tgz(r-4.5-any)RSquaredMI_0.1.1.tgz(r-4.4-any)RSquaredMI_0.1.1.tgz(r-4.3-any)
RSquaredMI_0.1.1.tar.gz(r-4.5-noble)RSquaredMI_0.1.1.tar.gz(r-4.4-noble)
RSquaredMI_0.1.1.tgz(r-4.4-emscripten)RSquaredMI_0.1.1.tgz(r-4.3-emscripten)
RSquaredMI.pdf |RSquaredMI.html✨
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

On CRAN:

Conda:

3.40 score 1 scripts 194 downloads 1 exports 68 dependencies

Last updated 3 months agofrom:28fb5eedb9. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winOKMar 05 2025
R-4.5-macOKMar 05 2025
R-4.5-linuxOKMar 05 2025
R-4.4-winOKMar 05 2025
R-4.4-macOKMar 05 2025
R-4.4-linuxOKMar 05 2025
R-4.3-winOKMar 05 2025
R-4.3-macOKMar 05 2025

Exports:RsquareSP

Dependencies:altR2backportsbitbit64bootbroomclicliprcodetoolscpp11crayondplyrfansiforcatsforeachgenericsglmnetgluegslhavenhmsiteratorsjomolatticelifecyclelm.betalme4magrittrMASSMatrixmatrixStatsmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppEigenRdpackreadrreformulasrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithrxtable