Modeling Intraindividual Variability With Repeated Measures Data: Methods and Applications

1st Edition

Scott L. Hershberger, D.S. Moskowitz

Psychology Press
Published March 19, 2014
Reference - 292 Pages
ISBN 9780415655613 - CAT# Y144192
Series: Multivariate Applications Series

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Summary

This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable.

It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest techniques used to assess intraindividual variability accessible to a wide range of researchers. Each chapter is written in a "user-friendly" style such that even the "novice" data analyst can easily apply the techniques.

Each chapter features:

  • a minimum discussion of mathematical detail;
  • an empirical example applying the technique; and
  • a discussion of the software related to that technique.

Content highlights include analysis of mixed, multi-level, structural equation, and categorical data models. It is ideal for researchers, professionals, and students working with repeated measures data from the social and behavioral sciences, business, or biological sciences.

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