Multivariate Analysis for the Behavioral Sciences, Paperback by Vehkalahti, K...

by Vehkalahti, Kimmo; Everitt, Brian S.

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Multivariate Analysis for the Behavioral Sciences, Paperback by Vehkalahti, Kimmo; Everitt, Brian S., ISBN 0367656752, ISBN-13 9780367656751, Used Good Condition, Free shipping in the US 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, th 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, th 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 scientists Contains a large number of real data sets, including cognitive behavioral therapy, crime rates, and drug usage Includes nearly 100 exercises for course use or self-study Supplemented by a with all datasets and R

• ISBN: 9780367656751
• Condition: Good

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