README.md

In GLMcat: Generalized Linear Models for Categorical Responses

GLMcat

Installation

You can install the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("ylleonv/GLMcat")

We introduce and illustrate GLMcat, the R package we developed 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. We present the properties of the four families of models, which must be investigated when selecting the components $r$, $F$, and $Z$. The functions are user-friendly and fairly intuitive; offering the possibility to choose from a large range of models through a combination $(r, F, Z)$.

GLMcat documentation built on Sept. 30, 2024, 5:08 p.m.