Package: GLMcat 0.2.7
Lorena León
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.
Authors:
GLMcat_0.2.7.tar.gz
GLMcat_0.2.7.zip(r-4.7)GLMcat_0.2.7.zip(r-4.6)GLMcat_0.2.7.zip(r-4.5)
GLMcat_0.2.7.tgz(r-4.6-x86_64)GLMcat_0.2.7.tgz(r-4.6-arm64)GLMcat_0.2.7.tgz(r-4.5-x86_64)GLMcat_0.2.7.tgz(r-4.5-arm64)
GLMcat_0.2.7.tar.gz(r-4.7-arm64)GLMcat_0.2.7.tar.gz(r-4.7-x86_64)GLMcat_0.2.7.tar.gz(r-4.6-arm64)GLMcat_0.2.7.tar.gz(r-4.6-x86_64)
GLMcat_0.2.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
GLMcat/json (API)
NEWS
| # Install 'GLMcat' in R: |
| install.packages('GLMcat', repos = c('https://ylleonv.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ylleonv/glmcat/issues
- accidents - Accidents Dataset
- DisturbedDreams - Severity of disturbed dreams
- TravelChoice - Travel Mode Choice
Last updated from:c923a6137d. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 197 | ||
| linux-devel-x86_64 | NOTE | 205 | ||
| source / vignettes | OK | 313 | ||
| linux-release-arm64 | NOTE | 217 | ||
| linux-release-x86_64 | NOTE | 227 | ||
| macos-release-arm64 | NOTE | 178 | ||
| macos-release-x86_64 | NOTE | 381 | ||
| macos-oldrel-arm64 | NOTE | 219 | ||
| macos-oldrel-x86_64 | NOTE | 552 | ||
| windows-devel | NOTE | 196 | ||
| windows-release | NOTE | 253 | ||
| windows-oldrel | NOTE | 196 | ||
| wasm-release | OK | 160 |
Exports:control_glmcatdiscrete_cmglmcat
Dependencies:BHcligluelatticelifecyclemagrittrMASSMatrixnlmenumDerivordinalRcppRcppEigenrlangstringistringrucminfvctrs
A tutorial on fitting Generalized Linear Models for categorical responses with the GLMcat package
Rendered fromGLMcat_tutorial.Rmdusingknitr::rmarkdownon May 27 2026.Last update: 2023-08-07
Started: 2023-06-10
An example of variable selection in GLMcat
Rendered fromVar_sel_ex.Rmdusingknitr::rmarkdownon May 27 2026.Last update: 2023-08-07
Started: 2023-08-07
An example of discrete choice modeling in GLMcat
Rendered fromDiscrete_CM_examples.Rmdusingknitr::rmarkdownon May 27 2026.Last update: 2023-06-10
Started: 2023-06-10
