ImpactMojoCausal Inference 101: course notes
The logic of causal claims: counterfactuals, selection bias, randomisation, natural experiments and how to read a causal finding. This is the whole Causal Inference 101 deck as an A4 document: every slide, two to a page, with ruled space under each pair to write your own notes.
PDF · 100 slides · 51 pages · delivered to your inbox within 24 hours of payment. The deck stays free to study online; this is the copy to print and keep.
What's inside: 12 sections
- Why causal questions are hard
- Potential outcomes and the counterfactual
- Selection bias and confounding
- Causal diagrams
- Randomisation
- Natural experiments and difference-in-differences
- Regression discontinuity
- Instrumental variables
- Matching and synthetic control
- External validity and heterogeneity
- Reading a causal claim in practice
- Summary and next steps
Diagrams and charts print as they appear in the deck, in colour, with text you can search and copy.
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FAQ
What exactly do I get?
One A4 PDF of 51 pages: a cover with the course outline, then all 100 slides of the deck, two to a page, with ruled space under each pair for your notes.
Isn't the deck free?
Yes. Every slide is free online and will stay free. The PDF is the version to print, annotate and keep offline.
How fast is delivery?
Within 24 hours of confirming payment, usually sooner. We check the UPI reference, then email you a private download link.
Can I share it?
It is for your own and your organisation's learning: print it and use it in training. The slides carry a CC BY-NC-ND 4.0 licence, so please don't resell or repost the file.