betaMC: Monte Carlo for Regression Effect Sizes
Generates Monte Carlo confidence intervals for standardized regression coefficients (beta) and other effect sizes, including multiple correlation, semipartial correlations, improvement in R-squared, squared partial correlations, and differences in standardized regression coefficients, for models fitted by lm(). 'betaMC' combines ideas from Monte Carlo confidence intervals for the indirect effect (Pesigan and Cheung, 2023 <doi:10.3758/s13428-023-02114-4>) and the sampling covariance matrix of regression coefficients (Dudgeon, 2017 <doi:10.1007/s11336-017-9563-z>) to generate confidence intervals effect sizes in regression.
| Version: | 1.3.2 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats |
| Suggests: | knitr, rmarkdown, testthat, MASS, mice, Amelia |
| Published: | 2024-04-14 |
| DOI: | 10.32614/CRAN.package.betaMC |
| Author: | Ivan Jacob Agaloos Pesigan
 [aut, cre,
cph] |
| Maintainer: | Ivan Jacob Agaloos Pesigan <r.jeksterslab at gmail.com> |
| BugReports: | https://github.com/jeksterslab/betaMC/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/jeksterslab/betaMC, https://jeksterslab.github.io/betaMC/ |
| NeedsCompilation: | no |
| Citation: | betaMC citation info |
| Materials: | NEWS |
| CRAN checks: | betaMC results |
Documentation:
| Reference manual: | betaMC.pdf |
Downloads:
| Package source: | betaMC_1.3.2.tar.gz |
| Windows binaries: | r-devel: betaMC_1.3.2.zip, r-release: betaMC_1.3.2.zip, r-oldrel: betaMC_1.3.2.zip |
| macOS binaries: | r-release (arm64): betaMC_1.3.2.tgz, r-oldrel (arm64): betaMC_1.3.2.tgz, r-release (x86_64): betaMC_1.3.2.tgz, r-oldrel (x86_64): betaMC_1.3.2.tgz |
| Old sources: | betaMC archive |
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