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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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model is estimated for different shock sizes. It is shown, in contrast to the DYCI model, the dynamic quantile estimation of … model makes full use of information embedded in the covariance matrix. Estimation results show that in two recent episodes …
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