Guerouah A, Zeghdoudi H, Bouseba FZ.
On Univariate and Multivariate GARCH Models: Oil Price and Stock market returns volatilities. International Journal of Applied Mathematics and Statistics (IJAMAS) [Internet]. 2018;57 (No 1) :11.
Publisher's VersionAbstract
This paper investigates the empirical properties ofoil price and Stock market return volatilities using a range of univariate and multivariate GARCH models and monthly data from the U.S. The study relates the period August 1987 to October 2016, a total of 351 observations given. The aim of this paper is to examine the relationship between stock and oil markets. In addition, we evaluate the performance of each model with a range of diagnostic and forecast performance tests using univariate GARCH(1,1) and bivariate BEKK GARCH(1,1), DCC GARCH(1,1) models.
Keywords: GARCH models, Volatility, energy prices, Stock prices and Crude oil.
on_univariate_and_multivariate_garch_models_oil_price_and_stock_market_returns_volatilities.pdf