Conformal inference of counterfactuals and individual treatment effects - Lei, Lihua; Candès, Emmanuel J. (Journal of the Royal Statistical Society. Series B, Statistical methodology, 2021)
Keywords: Algorithms; Averages; causal inference; Compliance; conformal inference; Convergence; counterfactual; Counterfactual thinking; Decision making; doubly robust; Heterogeneity; individual treatment effect; Inference; Intervals; Machine learning; Measurement; Observational studies; Propensity; Quantiles; Regression analysis; risk; Risk assessment; Robustness (mathematics); Short intervals; Statistical methods; Statistics; Uncertainty; uncertainty quantification