Nonparametric statistics on manifolds with applications to shape spaces

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This article presents certain recent methodologies and some new results for the statistical analysis of probability distributions on manifolds. An important example considered in some detail here is the 2-D shape space of k-ads, comprising all configurations of $k$ planar landmarks ($k>2$)-modulo translation, scaling and rotation.
Published in at http://dx.doi.org/10.1214/074921708000000200 the IMS Collections (http://www.imstat.org/publications/imscollections.htm) by the Institute of Mathematical Statistics (http://www.imstat.org)

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Geometric Topology, Statistics Theory, Applications, 62G20 (Primary) 62E20, 62H35 (Secondary)

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http://salesiana.dossiersoluciones.com/handle/123456789/212656

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/0805.3282
 http://arxiv.org/abs/0805.3282
 IMS Collections 2008, Vol. 3, 282-301
 doi:10.1214/074921708000000200

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arXiv