Matrix Algebra Review

Principal Components Analysis of.... a Croissant

Regression Episode 8: Interactions Between Continuous Predictors

Regression Episode 7: Interactions of Categorical with Continuous Predictors

Regression Episode 6: Categorical Predictors

SEM Episode 6: Advanced Topics

SEM Episode 5: Evaluating Model Fit

SEM Episode 4: The Structural Equation Model

SEM Episode 3: Factor Analysis

SEM Episode 2: Path Analysis

SEM Episode 1: Introduction to Structural Equation Models

Growth Curve Episode 8: Multivariate Growth

Growth Curve Episode 9: Choosing Between Multilevel & Structural Equation Approaches

Regression Episode 5: Multiple Regression

Regression Episode 4: Inferences about Specific Parameters

Regression Episode 3: Testing the Model

Regression Episode 2: Ordinary Least Squares Explained

Regression Episode 1: Introduction to Linear Regression

Growth Curve Episode 7: Time-Varying Covariates

Growth Curve Episode 5: Nonlinear Trajectories

Growth Curve Episode 6: Time-Invariant Covariates

Introduction to latent class / profile analysis

Growth Curve Episode 4: A Structural Equation Modeling Framework

Growth Curve Episode 2: The Coding Of Time

Growth Curve Episode 3: A Multilevel Modeling Framework

How many clusters do I need to fit a multilevel model?

Why use a structural equation model?

Growth Curve Episode 1: What Is Growth Curve Modeling?

What's the difference between mixture modeling and cluster analysis?