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[交流] 【原创】《Applied Multivariate Analysis》一书，十分经典

2002年出的，不是很新了，是一本理论结合实践的书，用的还是SAS 8.0。主要给研究生和研究人员参考。
实用多变量分析
Applied Multivariate Analysis
Series: Springer Texts in Statistics
Timm, Neil H.
2002, XXIV, 693 p., 19 illus., Hardcover
ISBN: 0-387-95347-7
$95.00

简介
This textbook provides a broad overview of the basic theory and methods of applied multivariate analysis. The presentation integrates both theory and practice including both the analysis of formal linear multivariate models and exploratory data analysis techniques. Each chapter contains the development of basic theoretical results with numerous applications illustrated using examples from the social and behavioral sciences, and other disciplines. All examples are analyzed using SAS for Windows Version 8.0. The book includes an overview of vectors, matrices, multivariate distribution theory, and multivariate linear models. Topics discussed include multivariate regression, multivariate analysis of variance for fixed and mixed models, seemingly unrelated regression models and repeated measurement models. While standard procedures for estimating model parameters and testing multivariate hypotheses, as well as simultaneous test procedures, are discussed and illustrated in the text, the text also includes tests of multivariate normality with chi-square and beta plots, tests of multivariate nonadditivity, tests of covariance structure, tests of nonnested hypotheses, and the assessment of model assumptions. Other topics illustrated in the text include discriminant and classification analysis, principal component analysis, canonical correlation analysis, exploratory factor analysis, cluster analysis, multidimension scaling, and structural equation modeling. The text should appeal to practitioners, researchers, and applied statisticians. It may be used in a one-semester course in applied multivariate analysis for practitioners and researchers, or as a two-semester course for majors in applied statistics. Because most data analyzed in the social and behavioral sciences and other disciplines involve many continuous variables, the techniques and examples. SAS programs for this book are available on the Springer website.
Written for:
Graduate students, researchers
Keywords:
Applied Multivariate Analysis
Applied Multivariate Statistics
Multivariate Analysis

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[ Last edited by 霹雳旋风 on 2006-9-24 at 18:34 ]

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