Decoupling shrinkage and selection in Bayesian linear models: a posterior summary perspective

P. Richard Hahn, Carlos M. Carvalho

Selecting a subset of variables for linear models remains an active area of research. This paper reviews many of the recent contributions to the Bayesian model selection and shrink…