Consistency of Bayesian Linear Model Selection With a Growing Number of Parameters

Zuofeng Shang, Murray K. Clayton

Linear models with a growing number of parameters have been widely used in modern statistics. One important problem about this kind of model is the variable selection issue. Bayesi…