On Testability of the Front-Door Model via Verma Constraints

1 March 2022

Papers citing "On Testability of the Front-Door Model via Verma Constraints"

8 / 8 papers shown

Title
Proximal Causal Inference With Text Data Jacob M. Chen Rohit Bhattacharya Katherine A. Keith 19 1 0 12 Jan 2024
Targeted Machine Learning for Average Causal Effect Estimation Using the Front-Door Functional Anna Guo David Benkeser Razieh Nabi CML 13 3 0 15 Dec 2023
RCT Rejection Sampling for Causal Estimation Evaluation Katherine A. Keith Sergey Feldman David Jurgens Jonathan Bragg Rohit Bhattacharya CML 30 7 0 27 Jul 2023
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge Abhin Shah Karthikeyan Shanmugam Murat Kocaoglu CML 40 6 0 19 Jun 2023
Finding and Listing Front-door Adjustment Sets H. Jeong Jin Tian Elias Bareinboim 45 7 0 11 Oct 2022
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey Debo Cheng Jiuyong Li Lin Liu Jixue Liu T. Le CML 38 26 0 20 Aug 2022
Entropic Inequality Constraints from $e$ -separation Relations in Directed Acyclic Graphs with Hidden Variables N. Finkelstein Beata Zjawin Elie Wolfe I. Shpitser Robert W. Spekkens CML 18 3 0 15 Jul 2021
Optimal Training of Fair Predictive Models Razieh Nabi Daniel Malinsky I. Shpitser 26 13 0 09 Oct 2019