The Proximal ID Algorithm

The Proximal ID Algorithm

15 August 2021

Zach Wood-Doughty

Papers citing "The Proximal ID Algorithm"

12 / 12 papers shown

Title
Spillover Detection for Donor Selection in Synthetic Control Models Michael O'Riordan Ciarán M. Gilligan-Lee 42 2 0 17 Jun 2024
Automating the Selection of Proxy Variables of Unmeasured Confounders Feng Xie Zhengming Chen Shanshan Luo Wang Miao Ruichu Cai Zhi Geng CML 27 2 0 25 May 2024
When does the ID algorithm fail? I. Shpitser CML 25 4 0 07 Jul 2023
Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators Lin Liu Rajarshi Mukherjee J. M. Robins 24 1 0 18 Jun 2023
Partial Identification of Causal Effects Using Proxy Variables AmirEmad Ghassami I. Shpitser E. T. Tchetgen CML 15 8 0 10 Apr 2023
Proximal Causal Learning of Conditional Average Treatment Effects Erik Sverdrup Yifan Cui CML 28 4 0 26 Jan 2023
Non-parametric identifiability and sensitivity analysis of synthetic control models Jakob Zeitler Athanasios Vlontzos Ciarán M. Gilligan-Lee CML 27 6 0 18 Jan 2023
Optimal Treatment Regimes for Proximal Causal Learning Tao Shen Yifan Cui CML 38 3 0 19 Dec 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 33 46 0 02 Jun 2022
Partial Identification with Noisy Covariates: A Robust Optimization Approach Wenshuo Guo Mingzhang Yin Yixin Wang Michael I. Jordan 31 19 0 22 Feb 2022
Causal Inference with Hidden Mediators AmirEmad Ghassami Alan Yang I. Shpitser E. T. Tchetgen 19 6 0 04 Nov 2021
Proximal Causal Inference for Complex Longitudinal Studies Andrew Ying Wang Miao Xu Shi E. T. Tchetgen 32 39 0 15 Sep 2021