Tag: causal-ml
Concepts
- BART for Causal Inference
- Causal Features vs Merely Predictive Features
- Causal Trees and Honest Splitting
- Counterfactual Risk Minimization
- Deep IV and ML Instrumental Variables
- Doubly Robust Off-Policy Estimators
- Generalized Random Forests
- Invariant Risk Minimization
- ML Propensity Scores and Weight Clipping
- Off-Policy Evaluation of Decision Policies
- Policy Learning and Optimal Treatment Rules
- Positivity and Overlap Violations
- Qini Curves and Uplift Evaluation
- Selection Bias in Trading and Execution Data