In statistical modeling, there is a wide variety of regression models for categorical dependent variables (nominal or ordinal data); yet, there is no software embracing all these models together in a uniform and generalized format. Following the methodology proposed by Peyhardi, Trottier, and Guédon (2015) <doi:10.1093/biomet/asv042>, we introduce 'GLMcat', an R package to estimate generalized linear models implemented under the unified specification (r, F, Z). Where r represents the ratio of probabilities (reference, cumulative, adjacent, or sequential), F the cumulative cdf function for the linkage, and Z, the design matrix.
| Version: | 0.2.7 |
| Depends: | R (≥ 2.10) |
| Imports: | Rcpp, stats, stringr |
| LinkingTo: | Rcpp, BH, RcppEigen |
| Suggests: | knitr, rmarkdown, testthat (≥ 3.0.0), dplyr, ggplot2, gridExtra, gtools, tidyr, ordinal |
| Published: | 2024-09-20 |
| DOI: | 10.32614/CRAN.package.GLMcat |
| Author: | Lorena León [aut, cre], Jean Peyhardi [aut], Catherine Trottier [aut] |
| Maintainer: | Lorena León <ylorenaleonv at gmail.com> |
| BugReports: | https://github.com/ylleonv/GLMcat/issues |
| License: | GPL-3 |
| URL: | https://github.com/ylleonv/GLMcat |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | GLMcat results |
| Package source: | GLMcat_0.2.7.tar.gz |
| Windows binaries: | r-devel: GLMcat_0.2.7.zip, r-release: GLMcat_0.2.7.zip, r-oldrel: GLMcat_0.2.7.zip |
| macOS binaries: | r-release (arm64): GLMcat_0.2.7.tgz, r-oldrel (arm64): GLMcat_0.2.7.tgz, r-release (x86_64): GLMcat_0.2.7.tgz, r-oldrel (x86_64): GLMcat_0.2.7.tgz |
| Old sources: | GLMcat archive |
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