Esther Duflo
Selected Publications
Generic machine learning inference on heterogenous treatment effects in randomized experiments
We propose strategies to estimate and make inference on key features of heterogeneous effects in randomized […]
Double/debiased machine learning for treatment and structural parameters
We revisit the classic semiparametric problem of inference on a low dimensional parameter θ0 in the […]
Double machine learning for treatment and causal parameters
Most modern supervised statistical/machine learning (ML) methods are explicitly designed to solve prediction problems very well. […]