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Applied Factor Analysis in the Natural Sciences

Language EnglishEnglish
Book Paperback
Book Applied Factor Analysis in the Natural Sciences Reyment
Libristo code: 02035856
Publishers Cambridge University Press, September 1996
This graduate-level text aims to introduce students of the natural sciences to the powerful techniqu... Full description
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This graduate-level text aims to introduce students of the natural sciences to the powerful technique of factor analysis and to provide them with the background necessary to be able to undertake analyses on their own. A thoroughly updated and expanded version of the authors' successful textbook on geological factor analysis, this book draws on examples from botany, zoology, ecology, and oceanography, as well as geology. Applied multivariate statistics has grown into a research area of almost unlimited potential in the natural sciences. The methods introduced in this book, such as classical principal components, principal component factor analysis, principal coordinate analysis, and correspondence analysis, can reduce masses of data to manageable and interpretable form. Q-mode and Q-R-mode methods are also presented. Special attention is given to methods of robust estimation and the identification of atypical and influential observations. Throughout the book, the emphasis is on application rather than theory.

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About the book

Full name Applied Factor Analysis in the Natural Sciences
Language English
Binding Book - Paperback
Date of issue 1996
Number of pages 384
EAN 9780521575560
ISBN 0521575567
Libristo code 02035856
Weight 560
Dimensions 152 x 229 x 22
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