Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach (2012) by Bruce Brown [Dr.Soc]

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Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach (2012) by Bruce Brown [Dr.Soc] (Size: 7.61 MB)
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Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach

Author: Bruce L. Brown, Suzanne B. Hendrix, Dawson W. Hedges, Timothy B. Smith
Hardcover: 496 pages
Publisher: Wiley; 1 edition (2012)
Language: English
ISBN-10: 0470537566
ISBN-13: 978-0470537565
Format: PDF


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Summary:

Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach outlines the essential multivariate methods for understanding data in the social and biobehavioral sciences. Using real-world data and the latest software applications, the book addresses the topic in a comprehensible and hands-on manner, making complex mathematical concepts accessible to readers.

The authors promote the importance of clear, well-designed graphics in the scientific process, with visual representations accompanying the presented classical multivariate statistical methods . The book begins with a preparatory review of univariate statistical methods recast in matrix notation, followed by an accessible introduction to matrix algebra. Subsequent chapters explore fundamental multivariate methods and related key concepts, including:

Factor analysis and related methods
Multivariate graphics
Canonical correlation
Hotelling's T-squared
Multivariate analysis of variance (MANOVA)
Multiple regression and the general linear model (GLM)
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Multivariate Analysis for the Biobehavioral and Social Sciences: A Graphical Approach (2012) by Bruce Brown [Dr.Soc]