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Causal Inference
Causal Graphs
COMING SOON
R for Causal Inference
COMING SOON
Python for causal inference
COMING SOON
More on synthetic control
What's in this lesson
1- Root mean squared prediction error (RMSPE)
2- Placebo tests in synthetic control
3- Robustness tests
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Causal Inference
Causal inference an introduction
What is a cause?
+2 more lessons
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
More on RDD
Synthetic control
More on synthetic control
Difference-in-differences method
A difference-in-difference example
Final thoughts on causal inference
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