Mert Demirer
Selected Publications
Semi-Parametric Efficient Policy Learning with Continuous Actions
We consider off-policy evaluation and optimization with continuous action spaces. We focus on observational data where […]
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. […]