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Books > Social sciences > Psychology > Psychological methodology
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Multivariate Analysis for the Behavioral Sciences, Second Edition (Hardcover, 2nd edition)
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Multivariate Analysis for the Behavioral Sciences, Second Edition (Hardcover, 2nd edition)
Series: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences
Expected to ship within 9 - 15 working days
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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 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 GitHub repository with all datasets and R code
for the examples and exercises Theoretical details are separated
from the main body of the text Suitable for anyone working in the
behavioral sciences with a basic grasp of statistics
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