1Indian Council of Agricultural Research, Krishi Bhavan, New Delhi-110001
ICAR-Indian Agricultural Statistics Research Institute, New Delhi-110012
Online published on 6 February, 2020.
In the recent times, the price volatility has been the main centre of attention for the researchers also understanding the spillover effect of one market on the others is of great practical importance. It is therefore important to extend the consideration univariate Generalized autoregressive conditional heteroscedastic (GARCH) model to Multivariate GARCH (MGARCH) model. Various aspects of cointegration and vector error correction model have been discussed. In the MGARCH model, Baba-Engle-Kraft-Kroner (BEKK) and Constant Conditional Correlation (CCC) models are considered for modeling volatility of onion prices in two major markets of onion in Karnataka, India. It is concluded that that the two markets are cointegrated and there exists spillover effect among them.
Heteroscedasticity, MGARCH model, Nonlinear Time-Series, Volatility