An R package for fitting the bivariate categorical response regression model in high dimensions, as described by A likelihood-based approach for multivariate categorical response regression. Please contact [email protected] with any questions or comments.
BvCategorical can be loaded directly into R through the devtools package:
install.packages("devtools")
library(devtools)
devtools::install_github("ajmolstad/BvCategorical")
library(BvCategorical)
If you use any of the functions from the package, please cite the article linked above. The bibtex entry is given below.
@article{Molstad2023Likelihood,
author = {Aaron J. Molstad and Adam J. Rothman},
title = {A Likelihood-Based Approach for Multivariate Categorical Response Regression in High Dimensions},
journal = {Journal of the American Statistical Association},
volume = {118},
number = {542},
pages = {1402-1414},
year = {2023},
publisher = {Taylor & Francis},
doi = {10.1080/01621459.2021.1999819},
}
Please visit this example page for details on implementation and usage.