A Combination Method for Averaging OLS and GLS Estimators

To avoid the risk of misspecification between homoscedastic and heteroscedastic models, we propose a combination method based on ordinary least-squares (OLS) and generalized least-squares (GLS) model-averaging estimators. To select optimal weights for the combination, we suggest two information crit...

Full description

Bibliographic Details
Main Authors: Qingfeng Liu, Andrey L. Vasnev
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Econometrics
Subjects:
OLS
GLS
Online Access:https://www.mdpi.com/2225-1146/7/3/38