An Experiment on Autoregressive and Threshold Autoregressive Models with Non-Gaussian Error with Application to Realized Volatility

This article explores the fitting of Autoregressive (AR) and Threshold AR (TAR) models with a non-Gaussian error structure. This is motivated by the problem of finding a possible probabilistic model for the realized volatility. A Gamma random error is proposed to cater for the non-negativity of the...

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Bibliographic Details
Main Authors: Ziyi Zhang, Wai Keung Li
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:Economies
Subjects:
Online Access:https://www.mdpi.com/2227-7099/7/2/58