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Operator geometric stable laws
Authors:Tomasz J Kozubowski  Mark M Meerschaert  Anna K Panorska  Hans-Peter Scheffler
Institution:a University of Nevada, Mathematics and Statistics, 084, Reno, NV 89557-0045, USA;b Fachbereich Mathematik, University of Dortmund, 44221 Dortmund, Germany
Abstract:Operator geometric stable laws are the weak limits of operator normed and centered geometric random sums of independent, identically distributed random vectors. They generalize operator stable laws and geometric stable laws. In this work we characterize operator geometric stable distributions, their divisibility and domains of attraction, and present their application to finance. Operator geometric stable laws are useful for modeling financial portfolios where the cumulative price change vectors are sums of a random number of small random shocks with heavy tails, and each component has a different tail index.
Keywords:Currency exchange rates  Domains of attraction  Geometric stable law  Heavy tails  Infinite divisibility  Linnik distribution  Operator stable law  Randomized sum  Skew Laplace law  Stability  Stable distribution
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