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Multiple Temporal Cluster Detection
Authors:Nicolas Molinari ,Chistophe Bonaldi,Jean-Pierre Dauré  s
Affiliation:Laboratoire de Biostatistique, Institut Universitaire de Recherche Clinique, Montpellier, France. molinari@helios.ensam.inra.fr
Abstract:This article proposes a simple method to determine single or multiple temporal clustering on a variable size population. By a transformation of the data set, the method based on a regression model allows consideration of a variable population size during the time of study. A model selection procedure and a resampling method are used to select the number of clusters. The results have applications in epidemiological studies of rare diseases.
Keywords:Model selection    Nearest neighbor    Regression method    Resampling method
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