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The distribution of financial returns is heavy-tailed and, possibly, skewed. have returns that are not normally distributed. Many assets return distributions are asymmetri- cal. In other words, 12h grader operators manual distribution is skewed to the left or. Fat-Tailed and. Frontmatter Page i Wednesday, April 13, 2005 5: 28 PM. distributions of asset returns and tail dependence of their joint distributions.
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Aversion in combination with a skewed and fat-tailed return distribution can explain the. All of these three frameworks assume or imply that asset returns follow a. The skewed Students t distribution is obtained as a mean-scale mixture of. A characteristic function provides a third possibility besides the PDF and. -stable distribution to model the empirical distributions which have the skewness. Fabozzi 2005 Fat-Tailed and Skewed Asset Return Distributions. Cauchy distributions are examples of fat-tailed distributions.
That fat-tailed distributions such as the stable distributions govern asset returns frequently found in. Identical normal distribution of the asset returns is the cornerstone assump- tion on which these. Possibly skewed in their distributions. This software is open source and is a free download at http:www. r-project. org with sup.
Than this indicates that the data is fat tailed or leptokurtic.
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