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Causal Inference Notebook

General info

Glossary

The Book of Why (Judea Pearl)

Introduction
The ladder of causation
From Buccaneers to Guinea Pigs: The genesis of Causal Inference
Bayes and causal inference
Bayesian networks

Directed Acyclic Graphs (DAGs)

Graphviz plot of Directed Acyclic Graph (DAG) for thrombolysis use in stroke

Miscellaneous

Matching
Bradford Hill criteria
Types of bias in observational studies
Deconfounding
Key causal discovery methods

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By The SAMueL Team

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