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A double generalized Pareto distribution
Authors:Saralees Nadarajah  Emmanuel AfuechetaStephen Chan
Affiliation:School of Mathematics, University of Manchester, Manchester M13 9PL, UK
Abstract:Papastathopoulos and Tawn [Papastathopoulos, I., Tawn, J.A., 2013. A generalized Student’s tt-distribution. Statistics & Probability Letters 83, 70–77] proposed a generalization of Student’s tt distribution to account for negative degrees of freedom. Here, an alternative distribution that has simpler mathematical properties is discussed. Several advantages are established for using the alternative distribution over Papastathopoulos and Tawn’s generalization.
Keywords:Degree of freedom   Generalized Pareto distribution   Student&rsquo  s t  si14.gif"   overflow="  scroll"  >t distribution
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