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The R Package HDSpatialScan for the Detection of Clusters of Multivariate and Functional Data using Spatial Scan Statistics
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The R Package HDSpatialScan for the Detection of Clusters of Multivariate and Functional Data using Spatial Scan Statistics

Camille Frevent, Mohamed-Salem Ahmed, Julien Soula, Zaineb Smida, Lionel Cucala, Sophie Dabo-Niang et Michael Genin
The R journal, Vol.14(3), pp.95-120
20/12/2022

Résumé

Computer Science Computer Science, Interdisciplinary Applications Mathematics Physical Sciences Science & Technology Statistics & Probability Technology
This paper introduces the R package HDSpatialScan. This package allows users to easily apply spatial scan statistics to real-valued multivariate data or both univariate and multivariate functional data. It also permits plotting the detected clusters and to summarize them. In this article the methods are presented and the use of the package is illustrated through examples on environmental data provided in the package.

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