Restricted Empirical Likelihood Estimation for Time Series Autoregressive Models

In this paper, we first illustrate the restricted empirical likelihood function, as an alternative to the usual empirical likelihood. Then, we use this quasi-empirical likelihood function as a basis for Bayesian analysis of AR(r) time series models. The efficiency of both the posterior computation a...

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Bibliographic Details
Main Authors: Mahdieh Bayati, S.K. Ghoreishi, Jingjing Wu
Format: Article
Language:English
Published: Atlantis Press 2021-02-01
Series:Journal of Statistical Theory and Applications (JSTA)
Subjects:
Online Access:https://www.atlantis-press.com/article/125952020/view