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econml-causal-guide

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Apply EconML for causal inference combining machine learning and econometrics

When to use

• estimating heterogeneous treatment effects
• Double Machine Learning (DML)
• Causal Forests
• Doubly Robust Learners
• Instrumental Variable methods
• policy evaluation
• experiment analysis with non-compliance
• sensitivity analysis

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