A Bayesian spatial scan statistic for multinomial data

STATISTICS & PROBABILITY LETTERS（2024）

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摘要

Spatial scan statistics are commonly used to detect clustering. We present a Bayesian spatial scan statistic for multinomial data. After validating our method with a simulation study, we use it to detect clusters of SARS-CoV-2 infection/immunity in South Carolina.

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关键词

Bayesian spatial scan statistic,Multinomial data,Spatial clustering detection

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