A Bayesian spatial scan statistic for multinomial data

被引：0

作者：

Self, Stella ^{[1
,2
]}

Nolan, Melissa ^{[1
]}

机构：

[1] Univ South Carolina, Arnold Sch Publ Hlth, Dept Epidemiol & Biostat, Columbia, SC USA

[2] Discovery Bldg,901 Greene St, Columbia, SC 29208 USA

来源：

STATISTICS & PROBABILITY LETTERS | 2024年 / 206卷

关键词：

Bayesian spatial scan statistic; Multinomial data; Spatial clustering detection;

D O I：

10.1016/j.spl.2023.110005

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

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.

引用

页数：8

共 50 条

[31] A Wilcoxon-Mann-Whitney spatial scan statistic for functional data
Smida, Zaineb
Cucala, Lionel
Gannoun, Ali
Durif, Ghislain
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2022, 167
[32] A spatial scan statistic for beta regression
de Lima, Max Sousa
dos Santos, Vanessa Souza
Duczmal, Luiz H.
Souza, Diego da Silva
SPATIAL STATISTICS, 2016, 18 : 444 - 454
[33] Confidence intervals for spatial scan statistic
Silva, Ivair R.
Duczmal, Luiz
Kulldorff, Martin
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2021, 158
[34] Spatial autoregressive models for scan statistic
Mohamed-Salem Ahmed
Lionel Cucala
Michaël Genin
Journal of Spatial Econometrics, 2021, 2 (1):
[35] A spatial scan statistic for multiple clusters
Li, Xiao-Zhou
Wang, Jin-Feng
Yang, Wei-Zhong
Li, Zhong-Jie
Lai, Sheng-Jie
MATHEMATICAL BIOSCIENCES, 2011, 233 (02) : 135 - 142
[36] ACCOUNTING FOR SPATIAL CORRELATION IN THE SCAN STATISTIC
Loh, Ji Meng
Zhu, Zhengyuan
ANNALS OF APPLIED STATISTICS, 2007, 1 (02): : 560 - 584
[37] New developments in the spatial scan statistic
Read, Simon
Bath, Peter A.
Willett, Peter
Maheswaran, Ravi
JOURNAL OF INFORMATION SCIENCE, 2013, 39 (01) : 36 - 47
[38] On the limiting distribution of the spatial scan statistic
Zhang, Tonglin
Lin, Ge
JOURNAL OF MULTIVARIATE ANALYSIS, 2013, 122 : 215 - 225
[39] An Efficient Quantile Spatial Scan Statistic for Finding Unusual Regions in Continuous Spatial Data with Covariates
Moore, Travis
Wong, Weng-Keen
UNCERTAINTY IN ARTIFICIAL INTELLIGENCE, 2018, : 756 - 765
[40] A Mixture Scan Statistic for Semi-continuous Data with Covariates and Spatial Correlation
Lin, Pei-Sheng
Zhu, Jun
Kung, Yi-Hung
JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2024,

← 1 2 3 4 5 →