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probability and statistics

Causal inference basics

Correlation vs causation, potential outcomes, RCTs, confounders, IVs.

5 lessons Follow in order
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Lessons in sequence

Work through these in order—each lesson builds on the previous one.

  1. Lesson 1 of 5

    Correlation vs causation

    Enroll to open · 7 min read

  2. Lesson 2 of 5

    Potential outcomes framework

    Enroll to open · 7 min read

  3. Lesson 3 of 5

    Randomized experiments

    Enroll to open · 7 min read

  4. Lesson 4 of 5

    Confounders and adjustments

    Enroll to open · 7 min read

  5. Lesson 5 of 5

    Instrumental variables

    Enroll to open · 7 min read

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