1st Edition

Simulation and Chaotic Behavior of Alpha-stable Stochastic Processes

By Aleksand Janicki, A. Weron Copyright 1993
376 Pages
by CRC Press

376 Pages
by CRC Press

376 Pages
by CRC Press

Presents new computer methods in approximation, simulation, and visualization for a host of alpha-stable stochastic processes.

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.

Biography

Janicki, Aleksand; Weron, A.