Regularization of Case-Specific Parameters for Robustness and Efficiency

Yoonkyung Lee, Steven N. MacEachern, Yoonsuh Jung

Regularization methods allow one to handle a variety of inferential problems where there are more covariates than cases. This allows one to consider a potentially enormous number o…