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We introduce a new fractionally integrated model for covariance matrix dynamics based on the long-memory behavior of daily realized covariance matrix kernels and daily return observations. We account for fat tails in both types of data by appropriate distributional assumptions. The covariance...
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volatility to capture the dynamics of the S&P 500 and three European equity indices. The stochastic volatility models are the … square root variance, GARCH, and log volatility diffusions, and each is augmented with price and volatility jump extensions … that GARCH diffusions augmented with correlated price and volatility jumps outperform other specifications with respect to …
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