Partial Identification of Dose Responses with Hidden Confounders

24 April 2022

Papers citing "Partial Identification of Dose Responses with Hidden Confounders"

8 / 8 papers shown

Title
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 69 0 0 24 Feb 2025
Using Embeddings for Causal Estimation of Peer Influence in Social Networks Irina Cristali Victor Veitch CML 39 12 0 17 May 2022
Correcting Confounding via Random Selection of Background Variables You-Lin Chen Lenon Minorics Dominik Janzing CML 41 4 0 04 Feb 2022
Long Story Short: Omitted Variable Bias in Causal Machine Learning Victor Chernozhukov Carlos Cinelli Whitney Newey Amit Sharma Vasilis Syrgkanis CML 40 36 0 26 Dec 2021
Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance Justin Lim Christina X. Ji Michael Oberst S. Blecker Leora I. Horwitz David Sontag CML 31 5 0 27 Oct 2021
Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding Andrew Jesson Sören Mindermann Y. Gal Uri Shalit CML 35 54 0 08 Mar 2021
Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing Jacob Dorn Kevin Guo 106 58 0 08 Feb 2021
A Survey on Causal Inference Liuyi Yao Zhixuan Chu Sheng Li Yaliang Li Jing Gao Aidong Zhang CML 57 506 0 05 Feb 2020