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Volatility clustering is a well-known stylized feature of financial asset returns. This paper investigates asymmetric … pattern in volatility clustering by employing a univariate copula approach of Chen and Fan (2006). Using daily realized kernel … volatilities constructed from high frequency data from stock and foreign exchange markets, we find evidence that volatility …
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We propose to forecast the Value-at-Risk of bivariate portfolios using copulas which are calibrated on the basis of nonparametric sample estimates of the coefficient of lower tail dependence. We compare our proposed method to a conventional copula-GARCH model where the parameter of a Clayton...
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