Efnisyfirlit

• Cover
• Half-Title Page
• Title Page
• Copyright Page
• Dedication
• Table of Contents
• Preface
• Chapter 1 Introduction
• What is Structural Equation Modeling?
• Notation and Terminology
• History of Structural Equation Modeling
• Why Conduct Structural Equation Modeling?
• Brief Consideration of Causality in SEM
• Structural Equation Modeling Software
• AMOS (SPSS)
• CALIS Procedure (in SAS)
• EQS: Stand-alone Software
• JMP: Stand-alone Software / SAS Interface
• LISREL: Stand-alone Software
• Mplus: Stand-alone Software
• OpenMx: Stand-alone Software (Free); R Interface
• R: Stand-alone Software (Free)
• SEM (in STATA)
• SEPATH (in Statistica)
• Software Considerations
• Book Website
• Summary
• Exercises
• References
• Chapter 2 Data Entry and Editing Issues
• Data Set Formats
• Data Editing Issues
• Measurement Scale
• Restriction of Range
• Outliers
• Normality
• Linearity
• Missing Data
• Summary
• Exercises
• References
• Chapter 3 Correlation and Regression Methods
• Types of Correlation Coefficients
• Factors Affecting Correlation Coefficients
• Non-linearity
• Missing Data
• Level of Measurement and Restriction of Range
• Non-normality
• Outliers
• Simple Linear Regression
• Multiple Linear Regression
• Bivariate, Part, and Partial Correlations in Multiple Regression
• Multicollinearity and Suppressor Variables
• Correlation Versus Covariance
• Variable Metrics (Standardized Versus Unstandardized)
• Correction for Attenuation
• Multiple Regression Example
• Summary
• Chapter Footnote
• Regression Model with Intercept Term
• Exercises
• References
• Chapter 4 Path Models
• Path Model Diagrams
• Decomposition of the Correlation Matrix
• Decomposition for Unstandardized Path Models
• Path Model Example
• Indirect Effects
• Causation Assumptions and Limitations
• Summary
• Exercises
• References
• Chapter 5 SEM Basics
• SEM Modeling Steps
• Model Specification
• Model Identification
• Model Estimation
• Model Testing
• Model Modification/Re-specification
• Model Estimation
• Model Testing
• Model Fit
• Chi-square (χ2)
• Model Fit Indices
• Parameter Fit
• Model Comparison
• Model Modification and Re-specification
• Modification Indices
• Expected Parameter Change
• MIs and EPCs in LISREL and Mplus
• Summary
• Exercises
• Chapter Footnote
• Chi-squares
• References
• Chapter 6 Factor Analysis
• Exploratory Factor Analysis
• Sample Size
• Number of Factors
• Rotation Methods
• Factor Scores
• EFA Versus PCA
• EFA Example
• Pattern and Structure Matrices
• Confirmatory Factor Analysis
• CFA Example
• CFA with Missing Continuous Data
• CFA Caveats
• CFA with Missing Ordinal Indicators
• CFA Model Comparisons
• Summary
• Exercises
• References
• Chapter 7 Full SEM
• Full Structural Equation Models
• Model Specification in Full SEM
• Model Identification
• Two-step Versus Four-step SEM Model Testing
• Model Estimation
• Model Testing and Model Modification
• Indirect Effects in Full SEM Models
• Summary
• Exercises
• References
• Chapter 8 Extensions of CFA Models
• Second-order Factor Model
• Model Specification
• Model Identification
• Model Estimation
• Model Testing and Model Modification
• Model Interpretation
• Bifactor Model
• Model Specification
• Model Identification
• Model Estimation
• Model Testing and Model Modification
• Model Interpretation
• Model Comparisons Between the Second-order and Bifactor Models
• Summary
• Exercises
• References
• Chapter 9 Multiple Group (Sample) Models
• Brief Summary of Multiple Group Modeling
• Multiple Group Path Analysis Model
• Model Identification in Separate Groups
• Model Estimation in Separate Groups
• Model Testing in Separate Groups
• Model Identification of the Baseline Multiple Group Model – With No Equality Constraints
• Model Estimation of the Baseline Multiple Group Model – With No Equality Constraints
• Model Testing of the Baseline Multiple Group Model – With No Equality Constraints
• Model Identification of the Multiple Group Model – With Equality Constraints
• Model Estimation of the Multiple Group Model – With Equality Constraints
• Model Testing and Modification of the Multiple Group Model – With Equality Constraints
• Final Model Interpretation
• Multiple Group CFA/Measurement Model
• Measurement Invariance
• Multiple Group CFA Example
• Model Identification in Separate Groups
• Model Estimation in Separate Groups
• Model Testing in Separate Groups
• Model Identification of the Configural Multiple Group CFA Model – With No Equality Constraints
• Model Estimation of the Configural Multiple Group CFA Model – With No Equality Constraints
• Model Testing of the Configural Multiple Group CFA Model – With No Equality Constraints
• Model Identification of the Metric Multiple Group CFA Model
• Model Estimation of the Metric Multiple Group CFA Model
• Model Testing and Modification of the Metric Multiple Group CFA Model
• Model Identification of the Strong/Scalar Multiple Group CFA Model
• Model Estimation of the Scalar Multiple Group CFA Model
• Model Testing and Modification of the Scalar Multiple Group CFA Model
• Final Model Interpretation
• Strict Invariance Testing
• Structural Model Group Differences
• Multiple Group Models with Ordinal Indicators
• Cautions about Invariance Testing
• Summary
• Exercises
• References
• Chapter 10 SEM Considerations
• Best Practices in SEM
• Checklist for SEM
• Basic Issues
• Analysis Issues
• Model Specification
• Model Identification
• Data Preparation
• Model Estimation
• Model Testing
• Model Modification/Re-specification
• Non-recursive Models
• Equivalent Models
• Summary
• References
• Introduction to Matrix Operations
• Statistical Tables
• Name Index
• Subject Index