Minimal enumeration of all possible total effects in a Markov equivalence class

16 October 2020

Papers citing "Minimal enumeration of all possible total effects in a Markov equivalence class"

13 / 13 papers shown

Title
Efficient least squares for estimating total effects under linearity and causal sufficiency By F. Richard Guo Emilija Perković CML 61 13 0 08 Aug 2020
On efficient adjustment in causal graphs Jan-Jelle Witte Leonard Henckel Marloes H. Maathuis Vanessa Didelez CML 57 69 0 17 Feb 2020
Identifying causal effects in maximally oriented partially directed acyclic graphs Emilija Perković CML 40 37 0 07 Oct 2019
Graphical Criteria for Efficient Total Effect Estimation via Adjustment in Causal Linear Models Leonard Henckel Emilija Perković Marloes H. Maathuis CML 67 104 0 04 Jul 2019
Interpreting and using CPDAGs with background knowledge Emilija Perković M. Kalisch Marloes H. Maathuis 43 52 0 07 Jul 2017
Causal inference in partially linear structural equation models Dominik Rothenhausler J. Ernest M. Sugiyama 45 33 0 20 Jul 2016
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 59 144 0 22 Jun 2016
Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables Judea Pearl J. M. Robins 88 199 0 20 Feb 2013
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 263 634 0 20 Feb 2013
Testing Identifiability of Causal Effects D. Galles Judea Pearl CML 60 90 0 20 Feb 2013
Learning Equivalence Classes of Bayesian Networks Structures D. M. Chickering 99 832 0 13 Feb 2013
Causal discovery of linear acyclic models with arbitrary distributions P. Hoyer Aapo Hyvarinen R. Scheines Peter Spirtes Joseph Ramsey Gustavo Lacerda Shohei Shimizu CML 92 80 0 13 Jun 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 90 425 0 14 Apr 2011