Bayesian Ordinal Regression for High-Dimensional Data
Extract Model Coefficients
Ordinal Bayesian Regression Models for High-Dimensional Data
Trace Plot and/or Density Plot of MCMC Output.
Predicted Probabilities and Class for an Ordinal Bayes Fit.
Print MCMC Summary Statistics
Summarize an Ordinal Bayes Object.
Provides a function for fitting various penalized Bayesian cumulative link ordinal response models when the number of parameters exceeds the sample size. These models have been described in Zhang and Archer (2021) <doi:10.1186/s12859-021-04432-w>.
Useful links