ON ASYMPTOTIC OPTIMALITY OF LEAST SQUARES MODEL AVERAGING WHEN TRUE MODEL IS INCLUDED
Asymptotic optimality is a key theoretical property in model averaging. Due to technical difficulties, existing studies rely on restricted weight sets or on the assumption that there is no true model with fixed dimensions in the candidate set. The focus of this article is to overcome these difficulties by studying a...