Read Multivariate Analysis for the Behavioral Sciences, Second Edition

Multivariate Analysis for the Behavioral Sciences, Second Edition

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Description:Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists. Assuming some familiarity with introductory statistics, the book begins by briefly describing a variety of study designs used in the behavioral sciences, and the concept of models for data analysis. The contentious issues of p-values and confidence intervals are also discussed in the introductory chapter.After describing graphical methods, the book covers regression methods, including simple linear regression, multiple regression, locally weighted regression, generalized linear models, logistic regression, and survival analysis. There are further chapters covering longitudinal data and missing values, before the last seven chapters deal with multivariate analysis, including principal components analysis, factor analysis, multidimensional scaling, correspondence analysis, and cluster analysis. Features:Presents an accessible introduction to multivariate analysis for behavioral scientistsContains a large number of real data sets, including cognitive behavioral therapy, crime rates, and drug usageIncludes nearly 100 exercises for course use or self-studySupplemented by a GitHub repository with all datasets and R code for the examples and exercisesTheoretical details are separated from the main body of the textSuitable for anyone working in the behavioral sciences with a basic grasp of statisticsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Multivariate Analysis for the Behavioral Sciences, Second Edition. To get started finding Multivariate Analysis for the Behavioral Sciences, Second Edition, you are right to find our website which has a comprehensive collection of manuals listed.
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ISBN: 135120226X

Description: Multivariate Analysis for the Behavioral Sciences, Second Edition is designed to show how a variety of statistical methods can be used to analyse data collected by psychologists and other behavioral scientists. Assuming some familiarity with introductory statistics, the book begins by briefly describing a variety of study designs used in the behavioral sciences, and the concept of models for data analysis. The contentious issues of p-values and confidence intervals are also discussed in the introductory chapter.After describing graphical methods, the book covers regression methods, including simple linear regression, multiple regression, locally weighted regression, generalized linear models, logistic regression, and survival analysis. There are further chapters covering longitudinal data and missing values, before the last seven chapters deal with multivariate analysis, including principal components analysis, factor analysis, multidimensional scaling, correspondence analysis, and cluster analysis. Features:Presents an accessible introduction to multivariate analysis for behavioral scientistsContains a large number of real data sets, including cognitive behavioral therapy, crime rates, and drug usageIncludes nearly 100 exercises for course use or self-studySupplemented by a GitHub repository with all datasets and R code for the examples and exercisesTheoretical details are separated from the main body of the textSuitable for anyone working in the behavioral sciences with a basic grasp of statisticsWe have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Multivariate Analysis for the Behavioral Sciences, Second Edition. To get started finding Multivariate Analysis for the Behavioral Sciences, Second Edition, you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Multivariate Analysis for the Behavioral Sciences, Second Edition

Multivariate Analysis for the Behavioral Sciences, Second Edition

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