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Course Essentials
Week 4
Causal Inference in Epidemiology
Reading
Causal Inference Guide
Counterfactuals, Exchangeability, DAGs, and Hill criteria.
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Tool
Causal Pathway Analyzer
Build simple DAGs to identify Confounders vs Colliders.
Launch Analyzer →
Quiz
Causal Inference Quiz
Test your knowledge of backdoor paths and Berkson's bias.
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Week 5
Advanced Confounding Control
Reading
Advanced Control Guide
Matching, Propensity Scores, IPTW, and Sensitivity Analysis (E-values).
Read Guide →
Tool
Confounding Method Selector
Select the best control method based on study design and data structure.
Launch Selector →
Quiz
Advanced Control Quiz
Test your mastery of PSM, IPTW weights, and SMR calculations.
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Week 6
Logistic Regression
Binary outcomes, OR interpretation, and model building. Content unlocking next week.