11 Why isn't causal inference a simple specialized regression problem? 8 An intuitive explanation of the instrumental variable 5 causal impact estimation 4 Suppose that X and Y are independent exponential random variables each with mean 1 3 Effect of treatment on the treated using the graph

### Reputation (1,680)

 +2 Cointegration and Granger causality +10 Get Continuous Distribution from Discrete Variable: Problem 6.77 of Wackerly, Mendenhall, Schaeffer, 5th Ed +10 Order Statistics Problem: Wackerly/Mendenhall/Scheaffer, 5th Ed., Problem 6.58 +10 Order Statistics Problem: Wackerly/Mendenhall/Scheaffer, 5th Ed., Problem 6.58

### Questions (15)

 6 Causality: Models, Reasoning and Inference, by Judea Pearl: Causal Bayesian Networks and the Truncated Factorization 5 Causality: Models, Reasoning, and Inference: Diagram Question 3 Order Statistics Problem: Wackerly/Mendenhall/Scheaffer, 5th Ed., Problem 6.58 3 Correlation Coefficient for Hypergeometric-type Distribution 3 Pearl's Causal Inference In Statistics: Study Question 1.5.3

### Tags (95)

 50 causality × 34 10 instrumental-variables × 4 26 regression × 13 9 endogeneity × 5 14 probability × 8 8 exogeneity 12 confounding × 6 6 self-study × 8 11 mathematical-statistics × 12 6 econometrics × 4

### Bookmarks (17)

 373 Python as a statistics workbench 6 Causality: Models, Reasoning and Inference, by Judea Pearl: Causal Bayesian Networks and the Truncated Factorization 6 Regression in Causal Inference 5 Causality: Models, Reasoning, and Inference: Diagram Question 4 Adjustment formula for counterfactuals: can we get rid of $X=x$?