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Home > Society and Social Sciences > Psychology > Psychological methodology > Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences: (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences: (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences: (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)


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About the Book

Multivariable Modeling and Multivariate Analysis for the Behavioral Sciences shows students how to apply statistical methods to behavioral science data in a sensible manner. Assuming some familiarity with introductory statistics, the book analyzes a host of real-world data to provide useful answers to real-life issues.The author begins by exploring

Table of Contents:
Data, Measurement, and Models. Looking at Data. Simple Linear and Locally Weighted Regression. Multiple Linear Regression. The Equivalence of Analysis of Variance and Multiple Linear Regression, and An Introduction to the Generalized Linear Model. Logistic Regression. Survival Analysis. Linear Mixed Models for Longitudinal Data. Multivariate Data and Multivariate Analysis. Principal Components Analysis. Factor Analysis. Cluster Analysis. Grouped Multivariate Data. References. Appendix. Index.

About the Author :

Brian S. Everitt is Professor Emeritus at King's College, London, UK.



Review :

Clarity and conciseness have always been the hallmarks of Everitt’s writing. This book is no exception. Anyone looking for a clearly written text on the subject that is also practitioner oriented needs to look no further.
—Chuck Chakrapani, Journal of the Royal Statistical Society, Series A, 2012

… a clear, well-orchestrated guide to multivariate statistics for the post-graduate and professional behavioural scientist who possesses basic statistical knowledge. … Everitt successfully crafts a well-integrated introductory text that obviates potential difficulties by including real problems and their data sets. … the book’s applied orientation introduces the behavioural scientist to both the use and rudimentary understanding of multivariate techniques. … The book would also serve well as a training guide for the practitioner less experienced in multivariate techniques. …
Psychometrika, June 2010

… The first two chapters give a magnificent introduction before approaching the modeling issues. Especially the second chapter, which shows how to look at data, is among the best I have ever seen in books on multivariate methods. … He also goes well beyond the typical graphs showing how to explore real insights of the data. … the book is extremely easy to browse and read. … Putting the R code in an appendix and on the website is an excellent choice. … the huge experience of the author … makes the presentation so clear and understandable. I’ll be happy to recommend this book to students and researchers.
International Statistical Review, 2010


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Product Details
  • ISBN-13: 9781439807705
  • Publisher: Taylor & Francis Inc
  • Publisher Imprint: CRC Press Inc
  • Language: English
  • No of Pages: 320
  • ISBN-10: 1439807701
  • Publisher Date: 28 Sep 2009
  • Binding: Digital (delivered electronically)
  • No of Pages: 320
  • Series Title: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences


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