Abstract
This paper uses multivariate GARCH model to model covariance matrix of Shanghai stock integration index, Hangsheng index of Hong Kong stock market and Nikkei 225 index of Tokyo stock market, and analyze time-varying conditional correlations of returns and volatilities of these three index returns. Our results show that conditional returns of them are of time varying conditional correlations and their covariance matrices are also varying with the time.
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