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-frequency intraday returns. It disentangles covariance estimation into variance and correlation components. This allows to estimate …
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Dynamic Conditional Correlation (DCC) model by allowing for a clustering structure of the univariate GARCH parameters. The … model can be estimated in two steps, the first devoted to the clustering structure, and the second focusing on correlation …
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The success of modern portfolio theory critically depends on the use of reliable estimates of the covariance matrix of asset returns. Current statistical theory provides a variety of different models ranging from simple sample estimates to complex multivariate GARCH models to be used in...
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