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econ.EM2023★ 1 cited
Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning
Yu-Chin Hsu, Martin Huber, Yu-Min Yen
We suggest double/debiased machine learning estimators of direct and indirect quantile treatment effects under a selection-on-observables assumption. This permits disentangling the…
econ.EM2023
Interacting Treatments with Endogenous Takeup
Mate Kormos, Robert P. Lieli, Martin Huber
We study causal inference in randomized experiments (or quasi-experiments) following a factorial design. There are two treatments, denoted and , and units are ra…