7 citations · 8 across the 4 of their papers we have counts for
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econ.EM2022
Detecting Grouped Local Average Treatment Effects and Selecting True Instruments
Nicolas Apfel, Helmut Farbmacher, Rebecca Groh +2
Under an endogenous binary treatment with heterogeneous effects and multiple instruments, we propose a two-step procedure for identifying complier groups with identical local avera…
econ.EM2020
Causal mediation analysis with double machine learning
Helmut Farbmacher, Martin Huber, Lukáš Lafférs +2
This paper combines causal mediation analysis with double machine learning to control for observed confounders in a data-driven way under a selection-on-observables assumption in a…