Automating the Selection of Proxy Variables of Unmeasured Confounders

25 May 2024

Papers citing "Automating the Selection of Proxy Variables of Unmeasured Confounders"

6 / 6 papers shown

Title
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables Feng Xie Erdun Gao Zhen Chen Ruichu Cai Clark Glymour Zhi Geng Kun Zhang CML 44 7 0 13 Aug 2023
Deep Proxy Causal Learning and its Application to Confounded Bandit Policy Evaluation Liyuan Xu Heishiro Kanagawa Arthur Gretton CML 40 37 0 07 Jun 2021
Calculation of Entailed Rank Constraints in Partially Non-Linear and Cyclic Models Peter Spirtes 55 28 0 17 Sep 2013
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 176 443 0 20 Feb 2013
Positivity for Gaussian graphical models J. Draisma S. Sullivant Kelli Talaska 117 20 0 01 Oct 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 112 464 0 29 Apr 2011