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A false discovery approach for scanning spatial disease clusters with arbitrary shapes
Li,Yanting1; Shu,Lianjie2; Tsung,Fugee3
2016-07-02
Source PublicationIIE Transactions (Institute of Industrial Engineers)
ISSN15458830 0740817X
Volume48Issue:7Pages:684-698
Abstract

The spatial scan statistic is one of the main tools for testing the presence of clusters in a geographical region. The recently proposed Fast Subset Scan (FSS) method represents an important extension, as it is computationally efficient and enables detection of clusters with arbitrary shapes. Aimed at automatically and simultaneously detecting multiple clusters of any shapes, this article explores the False Discovery (FD) approach originated from multiple hypothesis testing. We show that the FD approach can provide a higher detection power and better identification capability than the standard scan and FSS methods, on average.

KeywordFalse Discovery Rate Poisson Distribution Scan Statistics Simple Linear Step-up Procedure
DOI10.1080/0740817X.2015.1133940
URLView the original
Indexed BySCIE
Language英语
WOS Research AreaEngineering ; Operations Research & Management Science
WOS SubjectEngineering, Industrial ; Operations Research & Management Science
WOS IDWOS:000379604100009
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Citation statistics
Cited Times [WOS]:1   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF ACCOUNTING AND INFORMATION MANAGEMENT
Corresponding AuthorTsung,Fugee
Affiliation1.Department of Industrial Engineering and Logistics Management,Shanghai Jiao Tong University,,Shanghai,China
2.Faculty of Business Administration,University of Macau,,Taipa,Macao
3.Department of Industrial Engineering and Logistics Managment,The Hong Kong University of Science and Technology,,Clear Water Bay,Hong Kong
Recommended Citation
GB/T 7714
Li,Yanting,Shu,Lianjie,Tsung,Fugee. A false discovery approach for scanning spatial disease clusters with arbitrary shapes[J]. IIE Transactions (Institute of Industrial Engineers),2016,48(7):684-698.
APA Li,Yanting,Shu,Lianjie,&Tsung,Fugee.(2016).A false discovery approach for scanning spatial disease clusters with arbitrary shapes.IIE Transactions (Institute of Industrial Engineers),48(7),684-698.
MLA Li,Yanting,et al."A false discovery approach for scanning spatial disease clusters with arbitrary shapes".IIE Transactions (Institute of Industrial Engineers) 48.7(2016):684-698.
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