Approximations for Multiple Scan Statistics on the Circle |
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Authors: | Chien-Tai Lin |
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Institution: | 1. Department of Mathematics, Tamkang University, New Taipei City, Taiwanchien@mail.tku.edu.tw |
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Abstract: | Multiple scan statistic is usually used by epidemiologist to test the uniformity or clustering of data. In this article, we extend the work of Lin (1999) to give a general expression for the moments of multiple scan statistic on a circle, and use these moments to approximate its distribution using Markov chain and compound Poisson approximations proposed by Huffer and Lin (1997a) and Lin (1993). Numerical results are presented to evaluate the performance of these approximations. |
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Keywords: | Compound Poisson approximation Markov chain approximation Spacings Symbolic computation |
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