Applied multivariate statistical analysis / Richard A. Johnson, Dean W. Wichern.

By: Johnson, Richard A. (Richard Arnold), 1937-
Contributor(s): Wichern, Dean W
Material type: TextTextLanguage: English Publisher: Upper Saddle River, N.J. : Pearson Prentice Hall, c2007Edition: 6th edDescription: xviii, 773 p. : ill. ; 25 cmISBN: 0131877151; 9780131877153Subject(s): Multivariate analysisDDC classification: 519.535 LOC classification: QA278.J63 2007Online resources: WorldCat details | E-book Fulltext
Contents:
Table of contents
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Includes bibliographical references and indexes.

Table of contents 1. Aspects of multivariate analysis --
2. Matrix algebra and random vectors --
3. Sample geometry and random sampling --
4. The multivariate normal distribution --
5. Inferences about a mean vector --
6. Comparisons of several multivariate means --
7. Multivariate linear regression models --
8. Principal components --
9. Factor analysis and inference for structured covariance matrices --
10. Canonical correlation analysis --
11. Discrimination and classification --
12. Clustering, distance methods, and ordination.

Applied Statistics

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