Scan test

  • temporal
  • global
  • single time series
  • Indications/Recommendations for use: When cases are clustered the maximum number of cases appearing in the scanning window will be large (more).
    Description: A test for time clustering in a single time series.
    Test statistic: The test statistic, Sw, is the maximum number of cases appearing in a window as it is moved continuously along a time series. For example, for this time series
           0 1 2 0 0 2 0 1
             ^^^
    
    and a window width of 2, Sw is 3. The significance of Sw is obtained by numerical approximation.
    Sw: the maximum number of cases appearing in a window as it is moved continuously along a time series.
    Null Hypothesis: Cases occur at random through time.
    Alternative Hypothesis: Cases cluster some time periods.
    GeoMed Inputs: A time series of case counts and the scanning window width.
    GeoMed Outputs:
    Example Analysis Reference: Wallenstein, S. 1980. A test for detection of clustering over time. American Journal of Epidemiology, 104: 576-584. Wallenstein, S. and N. Neff. 1987. An approximation for the distribution of the scan statistic. Statistics in Medicine, 6: 197-207.

    Website maintained by Andy Long. Comments appreciated.
    longa@nku.edu