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Applied Multivariate Statistical Analysis by Richard A. Johnson β€” book cover

Applied Multivariate Statistical Analysis

by Richard A. Johnson, Dean W. Wichern
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Overview

This market leader offers a readable introduction to the statistical analysis of multivariate observations. Gives readers the knowledge necessary to make proper interpretations and select appropriate techniques for analyzing multivariate data. Starts with a formulation of the population models, delineates the corresponding sample results, and liberally illustrates everything with examples. Offers an abundance of examples and exercises based on real data. Appropriate for experimental scientists in a variety of disciplines.

Synopsis

This market leader offers a readable introduction to the statistical analysis of multivariate observations. Gives readers the knowledge necessary to make proper interpretations and select appropriate techniques for analyzing multivariate data. Starts with a formulation of the population models, delineates the corresponding sample results, and liberally illustrates everything with examples. Offers an abundance of examples and exercises based on real data. Appropriate for experimental scientists in a variety of disciplines.

Booknews

Johnson (U. of Wisconsin-Madison) and Wichern (Texas A&M U.) present the newest edition of this college text on the statistical methods for describing and analyzing multivariate data, designed for students who have taken two or more statistics courses. The fifth edition includes the addition of several exercises and data sets, new graphics, and expanded discussion of the dimensionality of multivariate data, growth curves and classification and regression trees, revision of the algebraic development of correspondence analysis, and a new section on data mining. the accompanying CD-ROM contains the full data sets used in the book , saved as ASCII files. Annotation c. Book News, Inc., Portland, OR (booknews.com)

About the Author, Richard A. Johnson

Klaus Wolff, MD

Professor and Chairman Emeritus

Department of Dermatology

Medical University of Vienna

Chief Emeritus, Dermatology Service

General Hospital of Vienna

Vienna, Austria

Richard Allen Johnson, MD

Clinical Instructor and Associate in Dermatology

Massachusetts General Hospital

Harvard Medical School

Boston, MA

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Editorials

From The Critics

Johnson (U. of Wisconsin-Madison) and Wichern (Texas A&M U.) present the newest edition of this college text on the statistical methods for describing and analyzing multivariate data, designed for students who have taken two or more statistics courses. The fifth edition includes the addition of several exercises and data sets, new graphics, and expanded discussion of the dimensionality of multivariate data, growth curves and classification and regression trees, revision of the algebraic development of correspondence analysis, and a new section on data mining. the accompanying CD-ROM contains the full data sets used in the book , saved as ASCII files. Annotation c. Book News, Inc., Portland, OR (booknews.com)

Book Details

Published
April 1, 2007
Publisher
Prentice Hall
Pages
800
Format
Hardcover
ISBN
9780131877153

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