A First Course in Structural Equation Modeling by Tenko Raykov and George A. Marcoulides  结构方程模型入门级经典


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Preface vii
1 Fundamentals of Structural Equation Modeling 1
What Is Structural Equation Modeling? 1
Path Diagrams 8
Rules for Determining Model Parameters 17
Parameter Estimation 22
Parameter and Model Identification 34
Model-Testing and -Fit Evaluation 38
Appendix to Chapter 1 52
2 Getting to Know the EQS, LISREL, and Mplus Programs 55
Structure of Input Files for SEM Programs 55
Introduction to the EQS Notation and Syntax 57
Introduction to the LISREL Notation and Syntax 64
Introduction to the Mplus Notation and Syntax 73
3 Path Analysis 77
What Is Path Analysis? 77
Example Path Analysis Model 78
EQS, LISREL, and Mplus Input Files 80
Modeling Results 84
Testing Model Restrictions in SEM 100  v
Model Modifications 109
Appendix to Chapter 3 114
4 Confirmatory Factor Analysis 116
What Is Factor Analysis? 116
An Example Confirmatory Factor Analysis Model 118
EQS, LISREL, and Mplus Command Files 120
Modeling Results 124
Testing Model Restrictions: True Score Equivalence 140
Appendix to Chapter 4 145
5 Structural Regression Models 147
What Is a Structural Regression Model? 147
An Example Structural Regression Model 148
EQS, LISREL, and Mplus Command Files 150
Modeling Results 153
Factorial Invariance Across Time In Repeated Measure
Studies 162
Appendix to Chapter 5 173
6 Latent Change Analysis 175
What is Latent Change Analysis? 175
Simple One-Factor Latent Change Analysis Model 177
EQS, LISREL, and Mplus Command Files for a One-Factor LCA
Model 181
Modeling Results, One-Factor LCA Model 187
Level and Shape Model 192
EQS, LISREL, and Mplus Command Files, Level and Shape
Model 195
Modeling Results for a Level and Shape Model 197
Studying Correlates and Predictors of Latent Change 201
Appendix to Chapter 6 222
Epilogue 225
References 227
Author Index 233
Subject Index 235