Graphical tools for selecting conditional instrumental sets

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Graphical tools for selecting conditional instrumental sets

7 August 2022

Leonard Henckel

Martin Buttenschon

Marloes H. Maathuis

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Papers citing "Graphical tools for selecting conditional instrumental sets"

12 / 12 papers shown

Title
Variable elimination, graph reduction and efficient g-formula F. R. Guo Emilija Perković A. Rotnitzky CML 48 6 0 24 Feb 2022
A note on efficient minimum cost adjustment sets in causal graphical models Ezequiel Smucler A. Rotnitzky CML 58 8 0 06 Jan 2022
Necessary and sufficient graphical conditions for optimal adjustment sets in causal graphical models with hidden variables Jakob Runge CML 46 26 0 20 Feb 2021
Regularizing Double Machine Learning in Partially Linear Endogenous Models Corinne Emmenegger Peter Buhlmann 20 10 0 29 Jan 2021
Efficient adjustment sets in causal graphical models with hidden variables Ezequiel Smucler F. Sapienza A. Rotnitzky CML OffRL 61 32 0 22 Apr 2020
On efficient adjustment in causal graphs Jan-Jelle Witte Leonard Henckel Marloes H. Maathuis Vanessa Didelez CML 60 69 0 17 Feb 2020
Graphical Criteria for Efficient Total Effect Estimation via Adjustment in Causal Linear Models Leonard Henckel Emilija Perković Marloes H. Maathuis CML 70 105 0 04 Jul 2019
Complete Graphical Characterization and Construction of Adjustment Sets in Markov Equivalence Classes of Ancestral Graphs Emilija Perković J. Textor M. Kalisch Marloes H. Maathuis OffRL 62 145 0 22 Jun 2016
Valid post-selection inference R. Berk L. Brown A. Buja Kai Zhang Linda H. Zhao 263 586 0 05 Jun 2013
Generalized Instrumental Variables Carlos Brito Judea Pearl CML 62 162 0 12 Dec 2012
Selection of Identifiability Criteria for Total Effects by using Path Diagrams Manabu Kuroki Zhihong Cai CML 84 38 0 11 Jul 2012
On the Validity of Covariate Adjustment for Estimating Causal Effects I. Shpitser T. VanderWeele J. M. Robins CML 100 205 0 15 Mar 2012