jhrcook / the-effect-notes

Notes on learning causal inference from "The Effect" by Nick Huntington-Klein.

Notes on The Effect: An Introduction to Research Design and Causality by Nick Huntington-Klein

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