Accounting for spatial correlation in the scan statistic

DOI10.1214/07-AOAS129zbMath1126.62107arXiv0712.1458WikidataQ60521660 ScholiaQ60521660MaRDI QIDQ2466478

Zhengyuan Zhu, Ji Meng Loh

Publication date: 15 January 2008

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/0712.1458

zbMATH Keywords

overdispersionmultiple comparisonsspatial generalized linear mixed modelspatial scan statistic

Mathematics Subject Classification ID

Inference from spatial processes (62M30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Paired and multiple comparisons; multiple testing (62J15)

Related Items

Family of power divergence spatial scan statistics ⋮ Generalized Scan Statistics for Disease Surveillance ⋮ Scan statistics for detecting high-variance clusters ⋮ Wald-based spatial scan statistics for cluster detection ⋮ Spatial scan statistics based on empirical likelihood ⋮ Spatial scan statistics in loglinear models ⋮ A Wilcoxon-Mann-Whitney spatial scan statistic for functional data ⋮ On the effective geographic sample size ⋮ Cluster Detection Based on Spatial Associations and Iterated Residuals in Generalized Linear Mixed Models ⋮ Bayesian scanning of spatial disease rates with integrated nested Laplace approximation (INLA)

Uses Software

• geoRglm
• SaTScan

Cites Work

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• A spatial scan statistic
• Log Gaussian Cox Processes
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• Bayes Factors
• Correlation and Large-Scale Simultaneous Significance Testing
• Large-Scale Simultaneous Hypothesis Testing