PSY 503: Foundations of Psychological Methods










Lectures


Lecture 1: Course Introduction and Welcome

[Slides] [Handout]

Lecture 2: Foundations? What? Why?
[Slides] [Handout]

Lecture 3: Introduction to Causality, Potential Outcomes, and Experimental Design
[Slides] [Handout]

Lectures 4 and 5: Advanced Topics in Causality, Potential Outcomes, and Experimental Design
[Slides] [Handout]

Lecture 6: Basics of Probability Theory
[Slides] [Handout]

Lecture 7: Conditional Probabilities and Independence
[Slides] [Handout]

Lecture 8: Random Variables I
[Slides] [Handout]

Lecture 9: Random Variables II
[Slides] [Handout]

Lecture 10: Joint Distributions
[Slides] [Handout]

Lecture 11: Uncertainty and Estimation I
[Slides] [Handout] [Code]

Lecture 12: Uncertainty and Estimation II
[Slides] [Handout]

Lecture 13: Hypothesis Testing I
[Slides] [Handout]

Lecture 14: Hypothesis Testing II
[Slides] [Handout] [Code]

Lecture 15: Regression and Conditional Expectations
[Slides] [Handout]

Lecture 16: Linear Regression and the BLP
[Slides] [Handout] [Code]

Lecture 17: Causality, Experimental Design, and Regression
[Slides] [Handout]

Lecture 18: Regression and Causality in the Absence of Random Assignment
[Slides] [Handout] [Code]

Lecture 19: Heterogeneity and Experimental Regression Adjustments
[Slides] [Handout] [Code]

Lecture 20: Multilevel Models
[Slides] [Handout] [Code]