Growth Modeling : Structural Equation and Multilevel Modeling Approaches
Book Details
Format
Hardback or Cased Book
Book Series
Methodology in the Social Sciences
ISBN-10
1462526063
ISBN-13
9781462526062
Publisher
Guilford Publications
Imprint
Guilford Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 2nd, 2016
Print length
537 Pages
Weight
1,166 grams
Dimensions
18.80 x 26.10 x 3.10 cms
Product Classification:
Child & developmental psychology
Ksh 14,450.00
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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.
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.
User-Friendly Features
*Real, worked-through longitudinal data examples serving as illustrations in each chapter.
*Script boxes that provide code for fitting the models to example data and facilitate application to the reader''s own data.
*"Important Considerations" sections offering caveats, warnings, and recommendations for the use of specific models.
*Companion website supplying datasets and syntax for the book''s examples, along with additional code in SAS/R for linear mixed-effects modeling.
Winner--Barbara Byrne Book Award from the Society of Multivariate Experimental Psychology
User-Friendly Features
*Real, worked-through longitudinal data examples serving as illustrations in each chapter.
*Script boxes that provide code for fitting the models to example data and facilitate application to the reader''s own data.
*"Important Considerations" sections offering caveats, warnings, and recommendations for the use of specific models.
*Companion website supplying datasets and syntax for the book''s examples, along with additional code in SAS/R for linear mixed-effects modeling.
Winner--Barbara Byrne Book Award from the Society of Multivariate Experimental Psychology
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