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  • In-class Examples
    • MANOVA
    • Factorial MANOVA and Repeated Measures MANOVA
    • Principal Components Analysis
    • Exploratory Factor Analysis
    • EFA with Categorical Data
    • Cluster Analysis
    • Mixture Models
    • Latent Class Analysis
    • Tree-based Methods
  • Interactive Exercises
    • MANOVA exercise
    • PCA exercise
    • PAF exercise
    • Polytomous EFA exercise
  • Tutorial Videos
  • Resources

Tutorial Videos

Yi Feng & Gregory R. Hancock

University of Maryland, College Park

Introduction to R

link

MANOVA

MANOVA

Principal Components Analysis

PCA

Principal Axis Factoring

PAF

EFA with Categorical Data

EFA with categorical data

Cluster Analysis

Cluster Analysis

Mixture Models

Mixture Models

LCA

LCA

Tree-based Methods

Tree-based Methods


© Copyright 2022 Yi Feng and Gregory R. Hancock.