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Handouts, References, & Resources

Introduction to Factor Analysis

Data Preparation for Mplus

Data Import and Checking in Mplus

Introduction to Exploratory Factor Analysis (EFA)

EFA with Continuous Variables in Mplus

EFA with Ordered Categorical (Binary & Ordinal) Variables

Parallel Analysis in Mplus

Introduction to Confirmatory Factor Analysis (CFA)

CFA Model Identification: Introduction

CFA Model Identification: Mplus Examples

CFA with Multiple Factors: Mplus Syntax

CFA with Multiple Factors: Mplus Output

Model Fit Assessment in CFA: Introduction

Chi-Square Test in CFA

Other Fit Statistics in CFA

Residuals and Modification Indices in Mplus

CFA for Ordered Categorical Variables: Introduction

CFA for Ordered Categorical Variables in Mplus

Introduction to Multigroup CFA

Multigroup CFA: Automated Measurement Invariance Testing in Mplus

Multigroup CFA: Manual Measurement Invariance Testing

Multigroup CFA: Testing Equality of Latent Variable Parameters

Introduction to Longitudinal CFA

Longitudinal CFA in Mplus

Longitudinal Measurement Invariance: Introduction

Automated Longitudinal Invariance Testing in Mplus

Manual Longitudinal Invariance Testing

Latent Growth Curve Models: Introduction

Latent Growth Curve Models in Mplus

Second-Order Factor Models: Introduction

Second-Order Factor Models in Mplus

Bifactor Models: Introduction

Bifactor Models in Mplus

Factor Mixture Models: Introduction and Mplus Syntax

Factor Mixture Models: Mplus Output

Multilevel CFA: Introduction

Multilevel CFA: Data Structure and Mplus Syntax

Multilevel CFA: Mplus Output