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data contain much less information than one might think, due to the presence of correlation. We conclude that the prior in …
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In practice, multivariate dependencies between extreme risks are often only assessed in a pairwise way. We propose a test to detect when tail dependence is truly high{dimensional and bivariate simplifications would produce misleading results. This occurs when a significant portion of the...
Persistent link: https://www.econbiz.de/10010402973
show that the correlation may increase or decrease the variances of the estimators. There are several factors that … influence how correlation affects the variance of the estimators, including the choice of estimator, the strength of the …
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Lognormal random variables appear naturally in many engineering disciplines, including wireless communications, reliability theory, and finance. So, too, does the sum of (correlated) lognormal random variables. Unfortunately, no closed form probability distribution exists for such a sum, and it...
Persistent link: https://www.econbiz.de/10013016685
Realized covariance matrices (RCs) are an important input to asses the risks involved in different investment allocations and it is thus useful to model and forecast them. To this end generalized autoregressive score (GAS) models are employed in this paper. These models are ideal for comparing...
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