Longitudinal Structural Equation Modeling with Mplus
Longitudinal Structural Equation Modeling with Mplus An in-depth guide to executing longitudinal confirmatory factor analysis (CFA) and structural equation modeling (SEM) in Mplus, this book uses…
Specifikacia Longitudinal Structural Equation Modeling with Mplus
Longitudinal Structural Equation Modeling with Mplus
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. Coverage encompasses both traditional models (autoregressive, change score, and growth curve models) and LST models, for analyzing single- and multiple-indicator data. 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.
The book discusses measurement equivalence testing, intensive longitudinal data modeling, and missing data handling, and provides strategies for model