Applied Multivariate Statistical Analysis

Wichern, Dean W., Johnson, Richard Arnold

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ISBN 10: 0130925535 ISBN 13: 9780130925534
Published by Prentice Hall PTR, 2001
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This market-leading book offers a readable introduction to the statistical analysis of multivariate observations. Its overarching goal is to provide readers with the knowledge necessary to make proper interpretations and select appropriate techniques for analyzing multivariate data. Chapter topics include aspects of multivariate analysis, matrix algebra and random vectors, sample geometry and random sampling, the multivariate normal distribution, inferences about a mean vector, comparisons of several multivariate means, multivariate linear regression models, principal components, factor analysis and inference for structured covariance matrices, canonical correlation analysis, and discrimination and classification. For experimental scientists in a variety of disciplines.

From the Back Cover: This market-leading book offers a readable introduction to the statistical analysis of multivariate observations. Its overarching goal is to provide readers with the knowledge necessary to make proper interpretations and select appropriate techniques for analyzing multivariate data. Chapter topics include aspects of multivariate analysis, matrix algebra and random vectors, sample geometry and random sampling, the multivariate normal distribution, inferences about a mean vector, comparisons of several multivariate means, multivariate linear regression models, principal components, factor analysis and inference for structured covariance matrices, canonical correlation analysis, and discrimination and classification. For experimental scientists in a variety of disciplines.

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Bibliographic Details

Title: Applied Multivariate Statistical Analysis
Publisher: Prentice Hall PTR
Publication Date: 2001
Binding: Hardcover
Condition: Good

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Johnson, Richard Arnold,Wichern, Dean W.
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