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  1. Machine-learning-in-policy-evaluation-new-tools-for-causal-inference Machine-learning-in-policy-evaluation-new-tools-for-causal-inference Public

    This is the repository holding the code used to perform the analysis used in the manuscript "Machine learning in policy evaluation: new tools for causal inference"

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  2. IntroCML_workshop IntroCML_workshop Public

    The R code used in the Causal Machine learning workshop given at the EuroCIM 2021

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  3. SMCMIC SMCMIC Public

    Code to implement local average treatment effect via Principal Stratification mixture models with multiple imputation estimation

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  4. causal-inference-in-practice-course causal-inference-in-practice-course Public

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  5. DML-IVg-estimation DML-IVg-estimation Public

    G-estimator for the linear IV model with treatment effect heterogeneity, using Super learner for nuisance fits

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  6. CACE_CEA CACE_CEA Public

    Stata and R scripts presenting code for performing Complier-average causal effects estimation of multivariate outcomes. (Three-stage least squares and Bayesian models)

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