Skip to content
Licensed Unlicensed Requires Authentication Published by De Gruyter August 29, 2011

Exact discrete sampling of finite variation tempered stable Ornstein–Uhlenbeck processes

  • Reiichiro Kawai EMAIL logo and Hiroki Masuda
From the journal


Exact yet simple simulation algorithms are developed for a wide class of Ornstein–Uhlenbeck processes with tempered stable stationary distribution of finite variation with the help of their exact transition probability between consecutive time points. Random elements involved can be divided into independent tempered stable and compound Poisson distributions, each of which can be simulated in the exact sense through acceptance-rejection sampling, respectively, with stable and gamma proposal distributions. We discuss various alternative simulation methods within our algorithms on the basis of acceptance rate in acceptance-rejection sampling for both high- and low-frequency sampling. Numerical results illustrate their advantage relative to the existing approximative simulation method based on infinite shot noise series representation.

Received: 2011-01-26
Revised: 2011-08-10
Published Online: 2011-08-29
Published in Print: 2011-September

© de Gruyter 2011

Downloaded on 8.6.2023 from
Scroll to top button