Longitudinal Structural Equation Modeling with Mplus : A Latent State-Trait Perspective
Book Details
Format
Paperback / Softback
Book Series
Methodology in the Social Sciences
ISBN-10
1462538789
ISBN-13
9781462538782
Publisher
Guilford Publications
Imprint
Guilford Press
Country of Manufacture
US
Country of Publication
GB
Publication Date
Nov 4th, 2020
Print length
344 Pages
Weight
504 grams
Dimensions
15.50 x 23.60 x 2.00 cms
Product Classification:
Psychological methodology
Ksh 10,800.00
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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.
An in-depth guide to executing longitudinal confirmatory factor analysis (CFA) and structural equation modeling (SEM) in Mplus, this book uses latent statetrait (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.
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