Оглавление
Bruno Castanho Silva. Multilevel Structural Equation Modeling
Quantitative Applications in the Social Sciences
MULTILEVEL STRUCTURAL EQUATION MODELING
CONTENTS
LIST OF FIGURES
Series Editor’s Introduction
About the Authors
Acknowledgments
Publisher’s Acknowledgments
Companion Website
Chapter 1. Introduction. About the Book and MSEM
Quick Review of Structural Equation Models
Model Specification and Identification
Identification
Estimation
Model Fit
Further Readings on SEM
Quick Review of Multilevel Models
Notation
Estimation and Model Fit
Sample Sizes
Further Readings on MLM
Introduction to MSEM and Its Notation. A Multilevel Path Model
Full Structural Models in a Multilevel Setting
Estimation and Model Fit
Scope of the Book and Online Materials
Descriptions of Images and Figures
Chapter 2. Multilevel Path Models
Multilevel Regression Example
Random Intercepts Model
Random Slopes Model
Comparison of Random Intercepts and Random Slopes Models
Mediation and Moderation
Mediation
Moderation
Centering in MSEM
Summary
Descriptions of Images and Figures
Chapter 3. Multilevel Factor Models
Confirmatory Factor Analysis in Multiple Groups
Two-Level CFA
Estimation
Identification
Results
Partial Saturation Fit Test
Unidimensional Level 2 Factor Structure
Random Latent Variable Intercepts
Multilevel CFA With Random Loadings
Measurement Invariance
Example
Model Fit and Comparison
Summary
Descriptions of Images and Figures
Chapter 4. Multilevel Structural Equation Models. Bringing Factor and Path Models Together
Random Intercept of Observed Outcome
Multilevel Latent Covariate Model
Structural Models With Between-Level Latent Variables
Random Intercepts of Latent Variables
Random Slopes MSEM
Model Comparison
Summary
Descriptions of Images and Figures
Chapter 5. Conclusion
References
Index
