Longitudinal Structural Equation Modeling with Mplus is popular PDF and ePub book, written by Christian Geiser in 2020-10-07, it is a fantastic choice for those who relish reading online the Social Science genre. Let's immerse ourselves in this engaging Social Science book by exploring the summary and details provided below. Remember, Longitudinal Structural Equation Modeling with Mplus can be Read Online from any device for your convenience.
Longitudinal Structural Equation Modeling with Mplus Book PDF Summary
An in-depth guide to executing longitudinal confirmatory factor analysis (CFA) and structural equation modeling (SEM) in Mplus, this book uses latent state–trait (LST) theory as a unifying conceptual framework, including the relevant coefficients of consistency, occasion specificity, and reliability. Following a standard format, chapters review the theoretical underpinnings, strengths, and limitations of the various models; present data examples; and demonstrate each model's application and interpretation in Mplus, with numerous screen shots and output excerpts. Coverage encompasses both traditional models (autoregressive, change score, and growth curve models) and LST models for analyzing single- and multiple-indicator data. The book discusses measurement equivalence testing, intensive longitudinal data modeling, and missing data handling, and provides strategies for model selection and reporting of results. User-friendly features include special-topic boxes, chapter summaries, and suggestions for further reading. The companion website features data sets, annotated syntax files, and output for all of the examples.
Detail Book of Longitudinal Structural Equation Modeling with Mplus PDF
- Author : Christian Geiser
- Release : 07 October 2020
- Publisher : Guilford Publications
- ISBN : 9781462546411
- Genre : Social Science
- Total Page : 370 pages
- Language : English
- PDF File Size : 8,8 Mb
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