README.md

Causal Inference

Samples notebooks and references related to the field of Causal Inference.

References

Courses

• Coursera Course (University of Pennsylvania)

Books

• Book of Why
• Statistical Rethinking
• Design of Obersvational Studies
• Impact Evaluation (World Bank Group)
• What if (Miguel Hernan & Jamie Robins: Harvard)

Articles & Online Resources

• pymc-devs/resources
• Causal Inference for The Brave and True
• Causality for Machine Learning
• Shopify: PSM Case Study

Interesting Papers

• From Statistical to Causal Learning