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Multivariate Analysis for the Biobehavioral and Social Sciences A Graphical Approach

Multivariate Analysis for the Biobehavioral and Social Sciences A Graphical Approach
Books from same Author: Bruce L Brown
Books from same Publisher: John Wiley

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Description

An insightful guide to understanding and visualizing multivariate statistics using SAS®, STATA®, and SPSS®. 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. Each topic is introduced with a research-publication case study that demonstrates its real-world value. Next, the question \"how do you do that?\" is addressed with a complete, yet simplified, demonstration of the mathematics and concepts of the method. Finally, the authors show how the analysis of the data is performed using Stata®, SAS®, and SPSS®. The discussed approaches are also applicable to a wide variety of modern extensions of multivariate methods as well as modern univariate regression methods. Chapters conclude with conceptual questions about the meaning of each method; computational questions that test the reader\'s ability to carry out the procedures on simple datasets; and data analysis questions for the use of the discussed software packages.

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General Information
Author(s)Bruce L Brown
PublisherJohn Wiley
ISBN9780470537565
Pages496
BindingHardcover
LanguageEnglish
Publish YearJanuary 2012
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