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Some developments on the log-Dagum distribution
Authors:Filippo Domma  Pier Francesco Perri
Affiliation:(1) Department of Economics and Statistics, University of Calabria, Via P. Bucci (Cubo 0C), 87036 Arcavacata di Rende (CS), Italy
Abstract:
Skewed and fat-tailed distributions frequently occur in many applications. Models proposed to deal with skewness and kurtosis may be difficult to treat because the density function cannot usually be written in a closed form and the moments might not exist. The log-Dagum distribution is a flexible and simple model obtained by a logarithmic transformation of the Dagum random variable. In this paper, some characteristics of the model are illustrated and the estimation of the parameters is considered. An application is given with the purpose of modeling kurtosis and skewness that mark the financial return distribution.
Keywords:Skewness  Kurtosis  ML estimates  Fisher information matrix  Value-at-Risk
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