Little T. Longitudinal Structural Equation Modeling 2ed 2023 torrent

Textbook in PDF format

Beloved for its engaging, conversational style, this valuable book is now in a fully updated second edition that presents the latest developments in longitudinal structural equation modeling (SEM) and new chapters on missing data, the random intercepts cross-lagged panel model (RI-CLPM), longitudinal mixture modeling, and Bayesian SEM. Emphasizing a decision-making approach, leading methodologist Todd D. Little describes the steps of modeling a longitudinal change process. He explains the big picture and technical how-tos of using longitudinal confirmatory factor analysis, longitudinal panel models, and hybrid models for analyzing within-person change. User-friendly features include equation boxes that translate all the elements in every equation, tips on what does and doesn't work, end-of-chapter glossaries, and annotated suggestions for further reading. The companion website provides data sets for the examples—including studies of bullying and victimization, adolescents' emotions, and healthy aging—along with syntax and output, chapter quizzes, and the book’s figures.
Overview and Foundations of Structural Equation Modeling
Design Issues in Longitudinal Studies
Modern Approaches to Missing Data in Longitudinal Studies
Model Fit, Sample Size, and Power
The Longitudinal CFA Model
Specifying and Interpreting a Longitudinal Panel Model
Multiple-Group Longitudinal Models
The Random Intercept Cross-Lagged Panel Model,
Multilevel Growth Curves and Multilevel SEM
Longitudinal Mixture Modeling: Finding Unknown Groups
Bayesian Longitudinal Structural Equation Modeling
Jambalaya: Complex Construct Representations and Decompositions