Longitudinal Structural Equation Modeling
by Todd D. LittleFeaturing 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).
- First published
- 2013
- Publishers
- Guilford Publications
- Subjects
- Social sciences·Statistical methods·Longitudinal method
Great book! Really helped me with my dissertation analyses, doing crosslag longitudinal panel analyses as well as longitudinal mediation analyses.
This is an amazing book! It's the kind of book you read and then wonder, "Why aren't all statistical books written like this?
Prof. Little is among the leading statisticians, especially, in the art of structural equation modeling.
About Todd D. Little
American psychologist...
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