online book: The Effect: An Introduction to Research Design and Causality
My notes:
Ch. | Title | Jupyter | Markdown |
---|---|---|---|
0 | Introduction | notebook | notebook |
1 | Designing Research | notebook | notebook |
2 | Research Questions | notebook | notebook |
3 | Describing Variables | notebook | notebook |
4 | Describing Relationships | notebook | notebook |
5 | Identification | notebook | notebook |
6 | Causal Diagrams | notebook | notebook |
7 | Drawing Causal Diagrams | notebook | notebook |
8 | Causal Paths and Closing Back Doors | notebook | notebook |
9 | Finding Front Doors | notebook | notebook |
10 | Treatment Effects | notebook | notebook |
11 | Causality with Less Modeling | notebook | notebook |
12 | Opening the Toolbox | notebook | notebook |