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
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GLMcat.pdf |GLMcat.html✨
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
- DisturbedDreams - Severity of disturbed dreams
- TravelChoice - Travel Mode Choice
- accidents - Accidents Dataset
Last updated 2 months agofrom:c923a6137d. Checks:OK: 1 NOTE: 8. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 04 2024 |
R-4.5-win-x86_64 | NOTE | Nov 04 2024 |
R-4.5-linux-x86_64 | NOTE | Nov 04 2024 |
R-4.4-win-x86_64 | NOTE | Nov 04 2024 |
R-4.4-mac-x86_64 | NOTE | Nov 04 2024 |
R-4.4-mac-aarch64 | NOTE | Nov 04 2024 |
R-4.3-win-x86_64 | NOTE | Nov 04 2024 |
R-4.3-mac-x86_64 | NOTE | Nov 04 2024 |
R-4.3-mac-aarch64 | NOTE | Nov 04 2024 |
Exports:control_glmcatdiscrete_cmglmcat
Dependencies:BHcligluelatticelifecyclemagrittrMASSMatrixnlmenumDerivordinalRcppRcppEigenrlangstringistringrucminfvctrs
A tutorial on fitting Generalized Linear Models for categorical responses with the GLMcat package
Rendered fromGLMcat_tutorial.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2023-08-07
Started: 2023-06-10
An example of variable selection in GLMcat
Rendered fromVar_sel_ex.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2023-08-07
Started: 2023-08-07
An example of discrete choice modeling in GLMcat
Rendered fromDiscrete_CM_examples.Rmd
usingknitr::rmarkdown
on Nov 04 2024.Last update: 2023-06-10
Started: 2023-06-10