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Longitudinal Structural Equation Modeling

Longitudinal Structural Equation Modeling

by Todd D. Little
Hardback
Publication Date: 10/05/2013

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Featuring actual datasets as illustrative examples, this book reveals numerous ways to apply structural equation modeling (SEM) to any repeated-measures study. Initial chapters lay the groundwork for modeling a longitudinal change process, from measurement, design, and specification issues to model evaluation and interpretation. Covering both big-picture ideas and technical how-to-do-it details, the author deftly walks through when and how to use longitudinal confirmatory factor analysis, longitudinal panel models (including the multiple-group case), multilevel models, growth curve models, and complex factor models, as well as models for mediation and moderation. User-friendly features include equation boxes that clearly explain the elements in every equation, end-of-chapter glossaries, and annotated suggestions for further reading. The companion website (www.guilford.com/little-materials) provides datasets for all of the examples--which include studies of bullying, adolescent students' emotions, and healthy aging--with syntax and output from LISREL, Mplus, and R (lavaan).
ISBN:
9781462510160
9781462510160
Category:
Psychological methodology
Format:
Hardback
Publication Date:
10-05-2013
Language:
English
Publisher:
Guilford Publications
Country of origin:
United States
Pages:
386
Dimensions (mm):
254x178x25mm
Weight:
0.9kg

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