Estimating treatment effects from single-arm trials via latent-variable modeling

1 code implementation • 6 Nov 2023 • Manuel Haussmann, Tran Minh Son Le, Viivi Halla-aho, Samu Kurki, Jussi V. Leinonen, Miika Koskinen, Samuel Kaski, Harri Lähdesmäki

Compared to previous methods, our results show improved performance both for direct treatment effect estimation as well as for effect estimation via patient matching.

Variational Inference