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A review and comparison of likelihood-based charting methods

Author

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  • Kwok-Leung Tsui
  • Sung Han
  • Wei Jiang
  • William Woodall

Abstract

This article presents a review of two popular methods for temporal surveillance and proposes a general framework for spatial and spatiotemporal surveillance based on likelihood ratio statistics. It is shown that the cumulative sum and Shiryayev–Roberts statistics are special cases under such a general framework. The efficiencies of some surveillance methods are compared for the detection of clusters of high incidence rates in spatial and spatiotemporal applications using both Monte Carlo simulations and a real example.

Suggested Citation

  • Kwok-Leung Tsui & Sung Han & Wei Jiang & William Woodall, 2012. "A review and comparison of likelihood-based charting methods," IISE Transactions, Taylor & Francis Journals, vol. 44(9), pages 724-743.
    • Handle: RePEc:taf:uiiexx:v:44:y:2012:i:9:p:724-743
    DOI: 10.1080/0740817X.2011.582476
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    Cited by:

    1. Lianjie Shu & Wei Jiang & Kwok‐Leung Tsui, 2012. "A standardized scan statistic for detecting spatial clusters with estimated parameters," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(6), pages 397-410, September.

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