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Dominance analysis is a method that allows to compare the relative importance of predictors in multiple regression models: ordinary least squares, generalized linear models, hierarchical linear models, beta regression and dynamic linear models. The main principles and methods of dominance analysis are described in Budescu, D. V. (1993) <doi:10.1037/0033-2909.114.3.542> and Azen, R., & Budescu, D. V. (2003) <doi:10.1037/1082-989X.8.2.129> for ordinary least squares regression. Subsequently, the extensions for multivariate regression, logistic regression and hierarchical linear models were described in Azen, R., & Budescu, D. V. (2006) <doi:10.3102/10769986031002157>, Azen, R., & Traxel, N. (2009) <doi:10.3102/1076998609332754> and Luo, W., & Azen, R. (2013) <doi:10.3102/1076998612458319>, respectively.
Version: | 2.1.0 |
Depends: | R (≥ 4.0.0) |
Imports: | methods, stats, ggplot2 |
Suggests: | lme4, boot, testthat, car, covr, knitr, rmarkdown, pscl, dynlm, reshape2, betareg, performance |
Published: | 2024-02-05 |
DOI: | 10.32614/CRAN.package.dominanceanalysis |
Author: | Claudio Bustos Navarrete
|
Maintainer: | Claudio Bustos Navarrete <clbustos at gmail.com> |
License: | GPL-2 |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | dominanceanalysis results |
Reference manual: | dominanceanalysis.pdf |
Vignettes: |
Exploring predictors' importance in binomial logistic regressions |
Package source: | dominanceanalysis_2.1.0.tar.gz |
Windows binaries: | r-devel: dominanceanalysis_2.1.0.zip, r-release: dominanceanalysis_2.1.0.zip, r-oldrel: dominanceanalysis_2.1.0.zip |
macOS binaries: | r-release (arm64): dominanceanalysis_2.1.0.tgz, r-oldrel (arm64): dominanceanalysis_2.1.0.tgz, r-release (x86_64): dominanceanalysis_2.1.0.tgz, r-oldrel (x86_64): dominanceanalysis_2.1.0.tgz |
Old sources: | dominanceanalysis archive |
Reverse suggests: | domir |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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