Course Notes
You can find the R Markdown source for all of the notes in the notes/ subdirectory of the course’s GitHub repository.
Important Things about Statistics
January 14, 2016
Reintroduction to Linear Regression
January 21, 2016
The Statistical Crisis in Science (or: How I Learned to Stop Worrying and Love Insignificant Results)
January 28, 2016
Higher-Order Terms
February 4, 2016
Non-Constant Variance
February 11, 2016
A Detour into Nonlinear Models (for Binary Response Variables)
February 25, 2016
Clustered and Panel Data
March 17, 2016
Introduction to Causal Inference
March 24, 2016
Instrumental Variables
March 31, 2016
Two-Stage Least Squares
April 7, 2016
Regression and Prediction
April 14, 2016
Missing Data
April 21, 2016