34 citations · 36 across the 5 of their papers we have counts for
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econ.EM2023
Sensitivity Analysis for Linear Estimators
Jacob Dorn, Luther Yap
We propose a novel sensitivity analysis framework for linear estimators with identification failures that can be viewed as seeing the wrong outcome distribution. Our approach measu…
cs.LG2023★ 2 cited
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
Miruna Oprescu, Jacob Dorn, Marah Ghoummaid +3
Estimating heterogeneous treatment effects from observational data is a crucial task across many fields, helping policy and decision-makers take better actions. There has been rece…