Nonparametric statistics on manifolds with applications to shape spaces

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dc.creatorBhattacharya, Abhishek
dc.creatorBhattacharya, Rabi
dc.date2008-05-21
dc.date.accessioned2026-07-07T12:19:09Z
dc.date.available2026-07-07T12:19:09Z
dc.descriptionThis 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.
dc.descriptionPublished 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)
dc.identifierhttps://arxiv.org/abs/0805.3282
dc.identifierhttp://arxiv.org/abs/0805.3282
dc.identifierIMS Collections 2008, Vol. 3, 282-301
dc.identifierdoi:10.1214/074921708000000200
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/212656
dc.subjectGeometric Topology
dc.subjectStatistics Theory
dc.subjectApplications
dc.subject62G20 (Primary) 62E20, 62H35 (Secondary)
dc.titleNonparametric statistics on manifolds with applications to shape spaces
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