The Multivariate DCC-GARCH Model with Interdependence among Markets in Conditional Variances’ Equations
The Multivariate DCC-GARCH Model with Interdependence among Markets in Conditional Variances’ Equations
Author(s): Marcin Fałdziński, Michał Bernard PietrzakSubject(s): Economy, Financial Markets
Published by: Główny Urząd Statystyczny
Keywords: DCC-GARCH model; interdependence; conditional variance
Summary/Abstract: The article seeks to investigate the issue of interdependence that during crisis periods in the capital markets is of particular importance due to the likelihood of causing a crisis in the real economy. The research objective of the article is to identify this interdependence in volatility. Therefore, first we propose our own modification of the DCC-GARCH model which is so designed as to test for interdependence in conditional variance. Then, the DCC-GARCH-In model was used to study interdependence in volatility of selected stock market indices. The results of the research confirmed the presence of interdependence among the selected markets.
Journal: Przegląd Statystyczny. Statistical Review
- Issue Year: 62/2015
- Issue No: 4
- Page Range: 397-413
- Page Count: 17
- Language: Polish