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Nonparametric Bayesian density estimation on manifolds with applications to planar shapes

Statistical analysis on landmark-based shape spaces has diverse applications in morphometrics, medical diagnostics, machine vision and other areas. These shape spaces are non-Euclidean quotient manifolds. To conduct nonparametric inferences, one may define notions of centre and spread on this manifo...

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Autors principals: Bhattacharya, Abhishek, Dunson, David B.
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2010
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC3371720/
https://ncbi.nlm.nih.gov/pubmed/22822255
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asq044
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