2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Controlling for discrete unmeasured confounding in nonlinear causal models
Patrick Burauel, Frederick Eberhardt, Michel Besserve
Unmeasured confounding is a major challenge for identifying causal relationships from non-experimental data. Here, we propose a method that can accommodate unmeasured discrete conf…
econ.EM2021★ 2 cited
Testability of Reverse Causality Without Exogenous Variation
Christoph Breunig, Patrick Burauel
This paper shows that testability of reverse causality is possible even in the absence of exogenous variation, such as in the form of instrumental variables. Instead of relying on…