Teaching Stuff

Introductory Materials

• What Is Data?

• Workflow

• Everything Is Obvious Once You Know The Answer

• Writing an Empirical Research Paper (Mostly Aimed at PHD Students)

Logic Models

• Creating a Logic Model with graphviz

Statistics

• Effect Sizes approximated from an article by Bushman and Anderson

• Basics of Quantitative Data Analysis

• New Regression Tutorial

• Quick Regression Demo

• Causal Inference With The Spruce Data
  • HTML Slides

• Simpson’s Paradox With Palmer Penguins Data

• Selecting on a Collider

• Interactions and Moderation

• Unpacking Interactions

• Visualizing and Analyzing Data on Multiple Identities

• Mediation vs. Confounding

• Forest Plots For Meta-Analysis

• Likelihood and Log-Likelihood

• Differences In The Means Of Two Groups

• The Difference Between Non-Significant and Non-Significant Can Be Statistically Significant

Mathematics

• Some Thinking About Differential Equations