Modal clustering asymptotics with applications to bandwidth selection

HIGHLIGHTS

  • who: Alessandro Casa and collaborators from the Dipartimento di Scienze Statistiche, Università degli Studi di Padova, Padova, Italy Departamento de Matemáticas, Universidad de Extremadura, Badajoz, Spain have published the Article: Modal clustering asymptotics with applications to bandwidth selection, in the Journal: (JOURNAL)
  • what: In contrast, the aim of this work is to consider nonparametric density estimation as a tool for the final purpose of modal clustering, focusing on an appropriate metric comparing the partitions induced by the true and the estimated distribution. In the following the authors focus on the univariate case for ease . . .

     

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