Catalytic Perfect Simulation

被引:13
作者
Breyer, L. A. [1 ]
Roberts, G. O. [1 ]
机构
[1] Univ Lancaster, Dept Math, Lancaster LA1 4YW, England
关键词
Markov chains; coupling constructions; gibbs samplers; perfect simulation;
D O I
10.1023/A:1012205210377
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We introduce a methodology for perfect simulation using so called catalysts to modify random elds. Our methodology builds on a number of ideas previously introduced by Breyer and Roberts (1999), by Murdoch (1999), and by Wilson (1999). We illustrate our techniques by simulating two examples of Bayesian posterior distributions.
引用
收藏
页码:161 / 177
页数:17
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