Simulation and Chaotic Behavior of Alpha-stable Stochastic Processes
CONTENTS: Preliminary remarks; Brownian motion, poisson process, alpha-stable Levy motion; Computer simulation of alpha-stable random variables; Stochastic integration; Spectral representations of stationary processes; Computer approximations of continuous time processes; Examples of alpha-stable stochastic modelling; Convergence of approximate methods; Chaotic behaviour of stationary processes; Hierarchy of chaos for stable and ID stationary processes. Appendix - A guide to simulation.
Authors: | Janicki, Aleksander ; Weron, Aleksander |
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Institutions: | Hugo Steinhaus Center for Stochastic Methods, Politechnika Wrocławska |
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