Regularized Ordinal Regression and the ordinalNet R Package

Michael J. Wurm, Paul J. Rathouz, Bret M. Hanlon

Regularization techniques such as the lasso (Tibshirani 1996) and elastic net (Zou and Hastie 2005) can be used to improve regression model coefficient estimation and prediction ac…