PSY 15 Undergraduate Research Methods (Fall 2018- )

Multivariate Data Analysis (Spring 2020-)

• Matrix algebra

• Multivariate normal distribution

• ANOVA and MANOVA

• Exploratory factor and confirmatory factor analysis

• Principle component analysis and multidimensional scaling

• Discrimination and classification

• Clustering 

Applied Bayesian Data Analysis (Fall 2020-)

• Maximum likelihood principle

• Bayesian factor and hypothesis testing

• MCMC algorithms

• Bayesian inference

Multilevel Modeling (Fall 2024 -)

• Maximum likelihood principle

• Bayesian factor and hypothesis testing

• MCMC algorithms

• Bayesian inference