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Causal Inference
Causal Graphs
COMING SOON
R for Causal Inference
COMING SOON
Python for causal inference
COMING SOON
What is a cause?
What's in this lesson
1- What we talk about when we talk about causes?
2- Cause and effect in randomized experiments vs. observational studies
3- Read more
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Causal Inference
Causal inference an introduction
What is a cause?
Defining causal questions
A causal question
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Potential outcomes
A fundamental problem
+6 more lessons
Basics of causal graphs
What do DAGs tell us?
+6 more lessons
The basics of matching
Covariate distance matching
+5 more lessons
Back to randomized experiments
Intention to treat estimator
+6 more lessons
Quasi-experimental designs
Regression discontinuity designs
+6 more lessons
