Bridging Information Criteria and Parameter Shrinkage for Model Selection

Kun Zhang, Heng Peng, Laiwan Chan +1

Model selection based on classical information criteria, such as BIC, is generally computationally demanding, but its properties are well studied. On the other hand, model selectio…