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Growth Modeling
- Structural Equation and Multilevel Modeling Approaches
Engelsk
Bogcover for Growth Modeling af Ryne Estabrook, Kevin J. Grimm, Nilam Ram, 9781462526062
Specifikationer
Sprog:
Engelsk
Sider:
537
ISBN-13:
9781462526062
Indbinding:
Hardback
ISBN-10:
1462526063
Udg. Dato:
2 nov 2016
Størrelse i cm:
18,8 x 26,1 x 3,1
Serie:
Methodology in the Social Sciences
Oplagsdato:
2 nov 2016

Growth Modeling

- Structural Equation and Multilevel Modeling Approaches
Engelsk
Hardback 2016
Format:

Bog beskrivelse
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
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Specifikationer
Sprog:
Engelsk
Sider:
537
ISBN-13:
9781462526062
Indbinding:
Hardback
ISBN-10:
1462526063
Udg. Dato:
2 nov 2016
Størrelse i cm:
18,8 x 26,1 x 3,1
Serie:
Methodology in the Social Sciences
Oplagsdato:
2 nov 2016
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