probability and statistics
Causal inference basics
Correlation vs causation, potential outcomes, RCTs, confounders, IVs.
5 lessons
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Work through these in order—each lesson builds on the previous one.
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Lesson 1 of 5
Correlation vs causation
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Lesson 2 of 5
Potential outcomes framework
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Lesson 3 of 5
Randomized experiments
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Lesson 4 of 5
Confounders and adjustments
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Lesson 5 of 5
Instrumental variables