Causal Inference: a brief introduction
- Speaker
- Ubaldo Hervás
- Event
- PyDay BCN (2025)
- Date
- Type
- Workshop
- Language
- English
- Topic
- Causal Inference & Data Science
- Length
- 75 minutes
About this talk
Discover how causal inference separates correlation from causation to drive better decisions. This fast-paced introduction covers key concepts-treatments, counterfactuals, DAGs, confounding, experiments vs. observational data-and practical tools like A/B tests, DiD, and IVs. Learn design principles, common pitfalls, and how to frame questions that unlock credible, actionable insights at scale.
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