Seber, George A. F. Multivariate Observations Wiley Series in Probability and Statistics
1. Auflage September 2004 122,- Euro 2004. 686 Seiten, Softcover ISBN 978-0-471-69121-1 - John Wiley & Sons
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Kurzbeschreibung This comprehensive sourcebook treats data-oriented techniques as well as classical methods. Multivariate Observations emphasizes principles rather than mathematical detail, and coverage ranges from the practical problems of graphically representing high dimensional data to the theoretical problems relating to matrices of random variables. Each chapter serves as a self-contained survey of a specific topic. The book includes many numerical examples, and over 1,100 references.
Aus dem Inhalt Notation.
1. Preliminaries.
2. Multivariate Distributions.
3. Inference for the Multivariate Normal.
4. Graphical and Data-Oriented Techniques.
5. Dimension Reduction and Ordination.
6. Discriminant Analysis.
7. Cluster Analysis.
8. Multivariate Linear Models.
9. Multivariate Analysis of Variance and Covariance.
10. Special Topics.
Appendix A: Some Matrix Algebra.
Appendix B: Orthogonal Projections.
Appendix C: Order Statistics and Probability Plotting.
