宠辱不惊淡看庭前花开花谢, 去留 ...分享 http://blog.sciencenet.cn/u/zhangshibin 专业: 概率论与数理统计 研究方向: 时空数据统计分析,包括随机过程统计、时间序列分析、空间统计、统计计算、贝叶斯统计等

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New work: Exact simulation of TS O-U processes

已有 3162 次阅读 2011-3-21 11:12 |个人分类:学术成果|系统分类:论文交流

Exact simulation of tempered stable Ornstein-Uhlenbeck processes
Author: Shibin Zhang
Affiliation:  a Department of Mathematics, Shanghai Maritime University, Shanghai, People's Republic of China
DOI: 10.1080/00949655.2010.494247
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Publication Frequency: 12 issues per year
First Published on: 09 March 2011
resentation of a stochastic integral of Ornstein-Uhlenbeck (O-U) type, the exact simulation algorithm of the tempered stable O-U process is given in this paper. The algorithm employs the double rejection method and the general acceptance-rejection technique. The time complexity of the double rejection method is uniformly bounded over all values of the parameter. And the acceptance probability of the acceptance-rejection technique can be improved to as close to 1 as possible. Thus, the implementation of the algorithm is efficient. The performance of the simulation method is evidenced by some empirical results.
Keywords: self-decomposability; tempered stable; Ornstein-Uhlenbeck; random sample generation; rejection method

AMS Subject Classification: MSC: 65C10; 60E07; 62E15

 

 

 


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