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Book Cover
E-book
Author Grimm, Kevin J., author.

Title Growth modeling : structural equation and multilevel modeling approaches / Kevin J. Grimm, Nilam Ram, and Ryne Estabrook
Published New York, NY : Guilford Press, [2017]
©2017

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Description 1 online resource
Series Methodology in the social sciences
Methodology in the social sciences.
Summary "Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model's results."--Publisher description
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (EBSCO, viewed October 3, 2016)
Subject Social sciences -- Statistical methods.
Social sciences -- Mathematical models
Longitudinal method.
Longitudinal Studies
SOCIAL SCIENCE -- Essays.
SOCIAL SCIENCE -- Reference.
Longitudinal method
Social sciences -- Mathematical models
Social sciences -- Statistical methods
Form Electronic book
Author Ram, Nilam, author.
Estabrook, Ryne, author.
ISBN 9781462526086
146252608X