Multivariate Statistical Methods
A Primer, Second Edition
Seiten
1994
|
2nd New edition
Chapman & Hall/CRC (Verlag)
978-0-412-60300-6 (ISBN)
Chapman & Hall/CRC (Verlag)
978-0-412-60300-6 (ISBN)
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The statistical analysis of several related variables simultaneously is useful in a wide range of disciplines. This new edition provides coverage on measuring distances between cases on presence-absence data; logistic regression; graphical methods and ordination.
The purpose of this book is to introduce multivariate statistical methods to non-mathematicians. It is not intended to be comprehensive. Rather, the intention is to keep the details to a minimum while still conveying a good idea of what can be done. In other words, it is a book to 'get you going' in a particular area of statistical methods.
This second edition has retained all of Professor Manly's crystal clear style. It is based on a course that has been taught successfully at the University of Otago for a number of years but has increased coverage on measuring distances between cases based on presence-absence data, a new selection on logistic regression, new exercises and two completely new chapters on graphical methods and ordination. The author has taken into account the major shift in the way in which computer software is used, but the emphasis is on the underlying principles rather than the use of particular programs.
The purpose of this book is to introduce multivariate statistical methods to non-mathematicians. It is not intended to be comprehensive. Rather, the intention is to keep the details to a minimum while still conveying a good idea of what can be done. In other words, it is a book to 'get you going' in a particular area of statistical methods.
This second edition has retained all of Professor Manly's crystal clear style. It is based on a course that has been taught successfully at the University of Otago for a number of years but has increased coverage on measuring distances between cases based on presence-absence data, a new selection on logistic regression, new exercises and two completely new chapters on graphical methods and ordination. The author has taken into account the major shift in the way in which computer software is used, but the emphasis is on the underlying principles rather than the use of particular programs.
The Material of Multivariate Analysis
Matrix Algebra
Displaying Multivariate Data
Tests of Significance with Multivariate Data
Measuring and Testing Multivariate Distances
Principal Components Analysis
Factor Analysis
Discriminant Function Analysis
Cluster Analysis
Canonical Correlation Analysis
Multidimensional Scaling
Ordination
Epilogue
Author Index
Subject Index
Erscheint lt. Verlag | 1.7.1994 |
---|---|
Sprache | englisch |
Maße | 140 x 216 mm |
Gewicht | 281 g |
Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
ISBN-10 | 0-412-60300-4 / 0412603004 |
ISBN-13 | 978-0-412-60300-6 / 9780412603006 |
Zustand | Neuware |
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