A course in morphometrics for biologists : geometry and statistics for studies of organismal form
著者
書誌事項
A course in morphometrics for biologists : geometry and statistics for studies of organismal form
Cambridge University Press, 2018
- : hardback
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注記
Includes bibliographical references (p. 494-505) and index
内容説明・目次
内容説明
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.
目次
- 1. What this book is about
- 2. Getting started
- 3. Multiple regression in general and in special settings
- 4. Transition to multivariate analysis
- 5. Geometric morphometrics.
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