About me
I am a PhD student at the University of Warwick, supervised by Mark Steel. My research develops methods for causal inference under model uncertainty, often from a Bayesian or post-Bayesian perspective. I am particularly interested in making causal inference more robust by explicitly accounting for uncertainty about the assumptions it relies on.
From September 2025 to February 2026, I was a visiting researcher at Nanyang Technological University Singapore, hosted by Jeremie Houssineau, where I worked on causal inference through the lens of possibility theory.
I will be on the job market for postdoc or industry research positions in 2027. Feel free to get in touch if you think I might be a good fit.
Selected publications
- Possibilistic Instrumental Variable Regression with Potentially Invalid Instruments
Gregor Steiner, Jeremie Houssineau, Mark Steel
Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence, PMLR 337:6537–6553, 2026 - Bayesian Model Averaging in Causal Instrumental Variable Models
Gregor Steiner, Mark Steel
Journal of Applied Econometrics, 41(5):669–683, 2026
See my publications page for the full list.
