Statistical shape analysis with applications in R

Statistical shape analysis with applications in R

by Dryden, I. L. (Ian L.)

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Title Statements

  • Full title :Statistical shape analysis with applications in R / Ian L. Dryden and Kanti V. Mardia.

Edition Statements

  • Publication Date:2016.
  • Edition:Second edition

Publication Statements

  • Publisher(s):John Wiley & Sons
  • Place of Publication:Chichester, UK
  • Language:eng
  • Publication Date:2016.

Notes

Originally published as: Statistical shape analysis, 1998.

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9781119072492, 1119072492, 9781119072515, 1119072514, 9781119072508, 1119072506
  • oclc:ocn946076305
  • LC Classification:QA612.7
  • Dewey Decimal:514/.24

Table of Contents

Size measures and shape coordinates -- Manifolds, shape and size-and-shape -- Shape space -- Size-and-shape space -- Manifold means -- Procrustes analysis -- 2D Procrustes analysis using complex arithmetic -- Tangent space inference -- Shape and size-and-shape distributions -- Offset normal shape distributions -- Deformations for size and shape change -- Non-parametric inference and regression -- Unlabelled size-and-shape and shape analysis -- Euclidean methods -- Curves, surfaces and volumes -- Shape in images -- Object data and manifolds.

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Subjects

MATHEMATICS -- Topology Shape theory (Topology) -- Statistical … Théorie de la forme (Topologie) -- Méth…

Writers

Dryden, I. L. (Ian L.) Mardia, K. V.

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