Perfect simulation for correlated Poisson random variables conditioned to be positive
UNSPECIFIED. (2002) Perfect simulation for correlated Poisson random variables conditioned to be positive. STATISTICS AND COMPUTING, 12 (3). pp. 229-243. ISSN 0960-3174Full text not available from this repository.
In this paper we present a perfect simulation method for obtaining perfect samples from collections of correlated Poisson random variables conditioned to be positive. We show how to use this method to produce a perfect sample from a Boolean model conditioned to cover a set of points: in W. S. Kendall and E. Thonnes (Pattern Recognition 32(9): 1569-1586, 1999), this special case was treated in a more complicated way. The method is applied to several simple examples where exact calculations can be made, so as to check correctness of the program using chi(2)-tests, and some small-scale experiments are carried out to explore the behaviour of the conditioned Boolean model.
|Item Type:||Journal Article|
|Subjects:||Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Q Science > QA Mathematics
|Journal or Publication Title:||STATISTICS AND COMPUTING|
|Publisher:||KLUWER ACADEMIC PUBL|
|Official Date:||July 2002|
|Number of Pages:||15|
|Page Range:||pp. 229-243|
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