GLMcat
Generalized Linear Models for Categorical Responses
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. The package accompanies the paper "GLMcat: An R Package for Generalized Linear Models for Categorical Responses" in the Journal of Statistical Software, Volume 114, Issue 9 (see <doi:10.18637/jss.v114.i09>).
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0.0 |
rolling source/ R- | GLMcat_1.0.0.tar.gz |
531.2 KiB |
1.0.0 |
rolling linux/jammy R-4.5 | GLMcat_1.0.0.tar.gz |
1.1 MiB |
1.0.0 |
rolling linux/noble R-4.5 | GLMcat_1.0.0.tar.gz |
1.1 MiB |
1.0.0 |
latest source/ R- | GLMcat_1.0.0.tar.gz |
531.2 KiB |
1.0.0 |
latest linux/jammy R-4.5 | GLMcat_1.0.0.tar.gz |
1.1 MiB |
1.0.0 |
latest linux/noble R-4.5 | GLMcat_1.0.0.tar.gz |
1.1 MiB |
1.0.0 |
2026-04-23 source/ R- | GLMcat_1.0.0.tar.gz |
531.2 KiB |
1.0.0 |
2026-04-09 windows/windows R-4.5 | GLMcat_1.0.0.zip |
1.3 MiB |
0.2.7 |
2025-04-20 source/ R- | GLMcat_0.2.7.tar.gz |
530.5 KiB |