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>.
| Version: | 0.1.1 |
| Imports: | altR2 (≥ 1.1.0), lm.beta, matrixStats, stats, mice |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-09-19 |
| DOI: | 10.32614/CRAN.package.RSquaredMI |
| Author: | Julian D. Karch 
[aut, cph],
Joost van Ginkel [aut, cre, cph] |
| Maintainer: | Joost van Ginkel <jginkel at fsw.leidenuniv.nl> |
| BugReports: | https://github.com/karchjd/RsquaredMI/issues |
| License: | AGPL (≥ 3) |
| URL: | https://github.com/karchjd/RsquaredMI |
| NeedsCompilation: | no |
| CRAN checks: | RSquaredMI results |
Documentation:
| Reference manual: | RSquaredMI.pdf |
Downloads:
| Package source: | RSquaredMI_0.1.1.tar.gz |
| Windows binaries: | r-devel: RSquaredMI_0.1.1.zip, r-release: RSquaredMI_0.1.1.zip, r-oldrel: RSquaredMI_0.1.1.zip |
| macOS binaries: | r-release (arm64): RSquaredMI_0.1.1.tgz, r-oldrel (arm64): RSquaredMI_0.1.1.tgz, r-release (x86_64): RSquaredMI_0.1.1.tgz, r-oldrel (x86_64): RSquaredMI_0.1.1.tgz |
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