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Testing symmetry under a skew Laplace model
Authors:Tomasz J. Kozubowski  Anna K. Panorska
Affiliation:

Department of Mathematics, University of Nevada, Reno, NV 89557, USA

Abstract:We develop tests of hypothesis about symmetry based on samples from possibly asymmetric Laplace distributions and present exact and limiting distribution of the test statistics. We postulate that the test statistic derived under the Laplace model is a rational choice as a measure of skewness and can be used in testing symmetry for other, quite general classes of skew distributions. Our results are applied to foreign exchange rates for 15 currencies.
Keywords:Asymmetric Laplace distribution   Currency exchange rates   Double exponential distribution   Exponential distribution   Likelihood ratio test   Skewness   Test of symmetry   Two-piece distribution
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