Longitudinal structural equation modeling: a comprehensive introduction

1. Review of some key latent variable principles -- 2. Longitudinal measurement invariance -- 3. Structural models for comparing dependent means and proportions -- 4. Fundamentals concepts of stability and change -- 5. Cross-lagged panel models -- 6. Latent state-trait models -- 7. Linear latent gro...

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1. Verfasser: Newsom, Jason T. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: New York ; London Routledge, Taylor & Francis Group 2015
Schriftenreihe:Multivariate applications series
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Zusammenfassung:1. Review of some key latent variable principles -- 2. Longitudinal measurement invariance -- 3. Structural models for comparing dependent means and proportions -- 4. Fundamentals concepts of stability and change -- 5. Cross-lagged panel models -- 6. Latent state-trait models -- 7. Linear latent growth curve models -- 8. Nonlinear latent growth curve models -- 9. Latent difference score models -- 10. Latent transition and growth mixture models -- 11. Time series models -- 12. Survival analysis models -- 13. Missing data and attrition
Beschreibung:1 Online-Ressource (XXII, 411 Seiten) Illustrationen
ISBN:9781315871318
DOI:10.4324/9781315871318