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A Course in Morphometrics for Biologists: Geometry and Statistics for Studies of Organismal Form - Couverture rigide

Bookstein, Fred L.

 
9781107190948: A Course in Morphometrics for Biologists: Geometry and Statistics for Studies of Organismal Form
Couverture rigide
ISBN 10 : 1107190940 ISBN 13 : 9781107190948
Editeur : Cambridge University Press, 2018

Synopsis

This book builds a much-needed bridge between biostatistics and organismal biology by linking the arithmetic of statistical studies of organismal form to the biological inferences that may follow from it. It incorporates a cascade of new explanations of regression, correlation, covariance analysis, and principal components analysis, before applying these techniques to an increasingly common data resource: the description of organismal forms by sets of landmark point configurations. For each data set, multiple analyses are interpreted and compared for insight into the relation between the arithmetic of the measurements and the rhetoric of the subsequent biological explanations. The text includes examples that range broadly over growth, evolution, and disease. For graduate students and researchers alike, this book offers a unique consideration of the scientific context surrounding the analysis of form in today's biosciences.

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À propos de l'auteur

Fred L. Bookstein is generally considered the founder of modern morphometrics, an interdisciplinary field bridging computer vision, statistical science, and organismal biology. His most lasting contribution to the field is probably his 1989 invention of the thin-plate spline for depiction and decomposition of changes in landmark configurations, a method that has appeared in countless scientific publications, several courtroom proceedings, and even a dance concert. A Fellow of the Institute of Mathematical Statistics, he was the first winner (2011) of the Rohlf Medal for Excellence in Morphometrics. This is his eighth book.

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Éditeur
Cambridge University Press
Date d'édition
2018
Langue
anglais
ISBN 10 
1107190940
ISBN 13 
9781107190948
Reliure
Relié
Numéro d'édition
1
Nombre de pages
544
Coordonnées du fabricant
Cambridge University Press
https://www.cambridge.org/

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