BvCategorical

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 amolstad@umn.edu with any questions or comments.

Installation

BvCategorical can be loaded directly into R through the devtools package:

install.packages("devtools")
library(devtools)
devtools::install_github("ajmolstad/BvCategorical")
library(BvCategorical)

Citation instructions

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},
}

Vignette

Please visit this example page for details on implementation and usage.