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Research Article Open access CC BY 4.0

Benefit of GARCH Multivariate Models: Application to the Energy Market

Madjda Amrani, Halim Zeghdoudi

Asian Journal of Probability and Statistics · pp. 1–11 · Published 28 Jun 2021

10.9734/ajpas/2021/v13i430312

Abstract

This article presents the advantages of multivariate GARCH models. Multivariate GARCH models are identified as the best and flexible models in econometrics. Also, the interest of these models is to be able to examine and analyze the various relations which the various series maintain between them. In order to be able to estimate several financial series to analyze their correlations and transfers of volatility. We present an application on the relationship between the existing volatility in the oil market and the energy market, which we found that the assembly performance of the BEKK-GARCH form is better than that of other models.

GARCH models volatility energy prices BEKK CCC and DCCC models

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