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Spatio-temporal clustering analysis using generalized lasso with an application to reveal the spread of Covid-19 cases in Japan

This study addressed the issue of determining multiple potential clusters with regularization approaches for the purpose of spatio-temporal clustering. The generalized lasso framework has flexibility to incorporate adjacencies between objects in the penalty matrix and to detect multiple clusters. A...

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Detalles Bibliográficos
Autores principales: Rahardiantoro, Septian, Sakamoto, Wataru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10089565/
https://www.ncbi.nlm.nih.gov/pubmed/37360994
http://dx.doi.org/10.1007/s00180-023-01331-x