Modeling Contagion of Financial Markets: A GARCH-EVT Copula Approach †.

Autor: Okou, Gueï Cyrille, Amar, Amine
Předmět:
Zdroj: Engineering Proceedings; 2023, Vol. 39, p70, 7p
Abstrakt: To better assess the financial contagion through the VaR, several recent studies used copula models. In the same context, this paper addresses the inefficiency of the classical approach such as a normal distribution in modeling the tail risk, by using the conditional Extreme Value Theory (GARCH-EVT), in order to assess extreme risks with contagion effect. The GARCH-EVT approach is a two-stage hybrid method that combines a Generalized Autoregressive Conditional Heteroskedasticity (GARCH) filter with the Extreme Value Theory (EVT). To implement our approach, we use macroeconomic time series from Morocco, Spain, France, and the USA. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index