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Bayesian cluster analysis for registration and clustering homogeneous subgroups in multidimensional functional data

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We introduce a new statistical model for clustering populations of functions and multidimensional curves where the domain is a real interval I. We consider that we are given a finite… Click to show full abstract

We introduce a new statistical model for clustering populations of functions and multidimensional curves where the domain is a real interval I. We consider that we are given a finite set of observa...

Keywords: analysis registration; cluster analysis; bayesian cluster; registration clustering; clustering homogeneous; homogeneous subgroups

Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2020

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