An elliptic spatial scan statistic

Martin Kulldorff, Lan Huang, Linda Pickle, Luiz Duczmal

Research output: Contribution to journalArticle

292 Scopus citations

Abstract

The spatial scan statistic is commonly used for geographical disease cluster detection, cluster evaluation and disease surveillance. The most commonly used shape of the scanning window is circular. In this paper we explore an elliptic version of the spatial scan statistic, using a scanning window of variable location, shape (eccentricity), angle and size, and with and without an eccentricity penalty. The method is applied to breast cancer mortality data from Northeastern United States and female oral cancer mortality in the United States. Power comparisons are made with the circular scan statistic.

Original languageEnglish (US)
Pages (from-to)3929-3943
Number of pages15
JournalStatistics in Medicine
Volume25
Issue number22
DOIs
StatePublished - Nov 30 2006

All Science Journal Classification (ASJC) codes

  • Epidemiology
  • Statistics and Probability

Fingerprint Dive into the research topics of 'An elliptic spatial scan statistic'. Together they form a unique fingerprint.

  • Cite this

    Kulldorff, M., Huang, L., Pickle, L., & Duczmal, L. (2006). An elliptic spatial scan statistic. Statistics in Medicine, 25(22), 3929-3943. https://doi.org/10.1002/sim.2490