Title of article :
Computer simulation of geometric stable distributions
Author/Authors :
Kozubowski، نويسنده , , Tomasz J.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2000
Abstract :
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.
Keywords :
Geometric compound , Mixture , Linnik distribution , Random variate generation , Stable law , Random summation , Mittag–Leffler distribution , heavy tailed distribution
Journal title :
Journal of Computational and Applied Mathematics
Journal title :
Journal of Computational and Applied Mathematics