An Efficient Algorithm for Exact Distribution of Discrete Scan Statistics

淡江大學機構典藏 > 理學院 > 數學學系暨研究所 > 期刊論文 > Item 987654321/41422

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题名:	An Efficient Algorithm for Exact Distribution of Discrete Scan Statistics
作者:	Ebneshahrashoob, Morteza;Gao, Tangan;吳孟年;Wu, Meng-nien
贡献者:	淡江大學數學學系
关键词:	i.i.d. Bernoulli trials;two-state Markov dependent trials;waiting time random variables probability generating functions;success runs
日期:	2005-12-01
上传时间:	2010-01-28 07:31:57 (UTC+8)
出版者:	New York: Springer New York LLC
摘要:	Waiting time random variables and related scan statistics have a wide variety of interesting and useful applications. In this paper, exact distribution of discrete scan statistics for the cases of homogeneous two-state Markov dependent trials as well as i.i.d. Bernoulli trials are discussed by utilizing probability generating functions. A simple algorithm has been developed to calculate the distributions. Numerical results show that the algorithm is very efficient and is capable of handling large problems.
關聯:	Methodology and Computing in Applied Probability 7(4), pp.459-471
DOI:	10.1007/s11009-005-5003-0
显示于类别:	[數學學系暨研究所] 期刊論文

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