Bayesian Model Averaging Using Power-Expected-Posterior Priors

This paper focuses on the Bayesian model average (BMA) using the power–expected– posterior prior in objective Bayesian variable selection under normal linear models. We derive a BMA point estimate of a predicted value, and present computation and evaluation strategies of the prediction accuracy. We...

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Bibliographic Details
Main Authors: Dimitris Fouskakis, Ioannis Ntzoufras
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Econometrics
Subjects:
Online Access:https://www.mdpi.com/2225-1146/8/2/17