Set of tools for the statistical analysis of data using: (1) normal linear models; (2) generalized linear models; (3) negative binomial regression models as alternative to the Poisson regression models under the presence of overdispersion; (4) beta-binomial and random-clumped binomial regression models as alternative to the binomial regression models under the presence of overdispersion; (5) Zero-inflated and zero-altered regression models to deal with zero-excess in count data; (6) generalized nonlinear models; (7) generalized estimating equations for cluster correlated data.
| Version: | 0.1.12 |
| Imports: | methods, stats, utils, graphics, numDeriv, Rfast, splines, Formula, MASS, statmod, SuppDists, broom |
| Suggests: | aplore3, ISLR, pscl, GLMsData |
| Published: | 2024-07-25 |
| DOI: | 10.32614/CRAN.package.glmtoolbox |
| Author: | Luis Hernando Vanegas [aut, cre], Luz Marina Rondón [aut], Gilberto A. Paula [aut] |
| Maintainer: | Luis Hernando Vanegas <lhvanegasp at unal.edu.co> |
| BugReports: | https://github.com/lhvanegasp/glmtoolbox/issues |
| License: | GPL-2 | GPL-3 |
| URL: | https://mlgs.netlify.app/ |
| NeedsCompilation: | no |
| In views: | MixedModels |
| CRAN checks: | glmtoolbox results |
| Reference manual: | glmtoolbox.pdf |
| Package source: | glmtoolbox_0.1.12.tar.gz |
| Windows binaries: | r-devel: glmtoolbox_0.1.12.zip, r-release: glmtoolbox_0.1.12.zip, r-oldrel: glmtoolbox_0.1.12.zip |
| macOS binaries: | r-devel (arm64): glmtoolbox_0.1.12.tgz, r-release (arm64): glmtoolbox_0.1.12.tgz, r-oldrel (arm64): glmtoolbox_0.1.12.tgz, r-devel (x86_64): glmtoolbox_0.1.12.tgz, r-release (x86_64): glmtoolbox_0.1.12.tgz, r-oldrel (x86_64): glmtoolbox_0.1.12.tgz |
| Old sources: | glmtoolbox archive |
| Reverse suggests: | broom.helpers, insight, marginaleffects, parameters |
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