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Ahmed Reza Soltani

Kuwait University



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Suja Aboukhamseen

Kuwait University



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602 – Environmental Detection and Clustering

An Alternative Cluster Detection Test in Spatial Scan Statistics

Sponsor: Section on Statistics and the Environment
Keywords: Spatial scan statistics, Cluster detection, Test statistics

Ahmed Reza Soltani

Kuwait University

Suja Aboukhamseen

Kuwait University

We establish a hypotheses testing procedure equivalent to the Kulldorff (1997) spatial scan hypotheses test for cluster detection, then provide transparent test statistics for cluster detection in a spatial setting. We also specify the limiting distribution of the test statistics. We apply our method to North Carolina sudden infant death syndrome cases; it detects the same primary and secondary clusters as Kulldorff (1997). Simulated data is used to compare the performance of our method with that of Kulldorff and the findings show that our test is more sensitive and accurate in detecting clusters.

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