A generalized back-door criterion

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A generalized back-door criterion

22 July 2013

Marloes H. Maathuis

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Papers citing "A generalized back-door criterion"

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Title
Identifiability by common backdoor in summary causal graphs of time series Clément Yvernes Charles K. Assaad Emilie Devijver Éric Gaussier CML 39 0 0 17 Jun 2025
Identifying Macro Causal Effects in C-DMGs Simon Ferreira Charles K. Assaad CML 546 0 0 02 Apr 2025
Causal reasoning in difference graphs Charles K. Assaad CML 98 0 0 02 Nov 2024
Average Controlled and Average Natural Micro Direct Effects in Summary Causal Graphs Simon Ferreira Charles K. Assaad CML 68 0 0 31 Oct 2024
Identifiability of total effects from abstractions of time series causal graphs Charles K. Assaad Emilie Devijver Éric Gaussier Gregor Gössler Anouar Meynaoui CML 69 7 0 23 Oct 2023
Data-Driven Causal Effect Estimation Based on Graphical Causal Modelling: A Survey Debo Cheng Jiuyong Li Lin Liu Jixue Liu T. Le CML 94 32 0 20 Aug 2022
A Local Method for Identifying Causal Relations under Markov Equivalence Zhuangyan Fang Yue Liu Z. Geng Shengyu Zhu Yangbo He CML 57 13 0 25 Feb 2021
Efficient adjustment sets in causal graphical models with hidden variables Ezequiel Smucler F. Sapienza A. Rotnitzky CML OffRL 100 33 0 22 Apr 2020
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach Santtu Tikka Antti Hyttinen Juha Karvanen CML 172 31 0 04 Feb 2019
Separators and Adjustment Sets in Causal Graphs: Complete Criteria and an Algorithmic Framework Benito van der Zander Maciej Liskiewicz J. Textor CML 68 37 0 28 Feb 2018
Structural Intervention Distance (SID) for Evaluating Causal Graphs J. Peters Peter Buhlmann CML 114 40 0 05 Jun 2013