Bayesian Restricted Likelihood Methods: Conditioning on Insufficient Statistics in Bayesian Regression

John R. Lewis, Steven N. MacEachern, Yoonkyung Lee

Bayesian methods have proven themselves to be successful across a wide range of scientific problems and have many well-documented advantages over competing methods. However, these…