Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions

30 January 2023

Papers citing "Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions"

8 / 8 papers shown

Title
The Hardness of Validating Observational Studies with Experimental Data Jake Fawkes Michael O'Riordan Athanasios Vlontzos Oriol Corcoll Ciarán M. Gilligan-Lee 51 1 0 19 Mar 2025
Falsification of Unconfoundedness by Testing Independence of Causal Mechanisms R. Karlsson Jesse H. Krijthe CML 42 0 0 10 Feb 2025
Prediction-powered Generalization of Causal Inferences Ilker Demirel Ahmed M. Alaa Anthony Philippakis David Sontag OOD 21 2 0 05 Jun 2024
Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology Zeshan Hussain Barbara D. Lam Fernando A. Acosta-Perez I. Riaz Maia L. Jacobs Andrew J. Yee David Sontag 25 0 0 23 Apr 2024
Benchmarking Observational Studies with Experimental Data under Right-Censoring Ilker Demirel E. Brouwer Zeshan Hussain Michael Oberst Anthony Philippakis David Sontag 28 4 0 23 Feb 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials Piersilvio De Bartolomeis Javier Abad Konstantin Donhauser Fanny Yang CML 23 7 0 06 Dec 2023
Falsification before Extrapolation in Causal Effect Estimation Zeshan Hussain Michael Oberst M. Shih David Sontag CML 27 8 0 27 Sep 2022
A Review of Generalizability and Transportability Irina Degtiar Sherri Rose CML 23 202 0 23 Feb 2021