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Statistical Shape Analysis by Ian L. Dryden

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Statistical Shape Analysis by Ian L. Dryden

Statistical Shape Analysis by Ian L. Dryden
English | Sep. 2, 1998 | ISBN: 0471958166 | 403 Pages | DJVU | 4 MB

Statistical Shape Analysis involves methods for the geometrical study of random objects where location, rotation and scale information can be removed. The book lays the foundations of the subject discussing key ideas and the very latest developments, as well as offering practical guidance and comparisons of techniques.
There is a vast range of applications of shape analysis and the authors introduce the field to statisticians and applied researchers through important examples and data analysis in Biology, Medicine and Image Analysis. The text primarily concentrates on landmark data key points of correspondence located on each object. Careful consideration of the similarity invariances requires methods appropriate for non--Euclidean data analysis. In particular, multivariate statistical procedures cannot be applied directly, but can be adapted in certain instances.

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