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Perfect simulation for correlated Poisson random variables conditioned to be positive
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UNSPECIFIED (2002) Perfect simulation for correlated Poisson random variables conditioned to be positive. STATISTICS AND COMPUTING, 12 (3). pp. 229-243. ISSN 0960-3174.
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Abstract
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 | ||||
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Subjects: | Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software Q Science > QA Mathematics |
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Journal or Publication Title: | STATISTICS AND COMPUTING | ||||
Publisher: | KLUWER ACADEMIC PUBL | ||||
ISSN: | 0960-3174 | ||||
Official Date: | July 2002 | ||||
Dates: |
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Volume: | 12 | ||||
Number: | 3 | ||||
Number of Pages: | 15 | ||||
Page Range: | pp. 229-243 | ||||
Publication Status: | Published |
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