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

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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