Computer simulation of geometric stable distributions

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摘要

We present a new method for computer simulation of strictly geometric stable random variables. The method is based on their representation as a product of two independent random variables with explicit distribution functions, coupled with the inversion method. We also extend the method to the multivariate case, by deriving new representation and simulation algorithm for multivariate Linnik distribution.

论文关键词:Geometric compound,Heavy tailed distribution,Linnik distribution,Mittag–Leffler distribution,Mixture,Random summation,Random variate generation,Stable law

论文评审过程:Received 24 July 1998, Revised 16 August 1999, Available online 10 April 2000.

论文官网地址:https://doi.org/10.1016/S0377-0427(99)00318-0