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Half-trek criterion for generic identifiability of linear structural equation models

27 July 2011

Papers citing "Half-trek criterion for generic identifiability of linear structural equation models"

23 / 23 papers shown

Title
Using Time Structure to Estimate Causal Effects Tom Hochsprung Jakob Runge Andreas Gerhardus CML 87 0 0 15 Apr 2025
Weak equivalence of local independence graphs Søren Wengel Mogensen 79 3 0 24 Feb 2023
Graphical Representations for Algebraic Constraints of Linear Structural Equations Models T. V. Ommen Mathias Drton 76 1 0 01 Aug 2022
Blessing of Dependence: Identifiability and Geometry of Discrete Models with Multiple Binary Latent Variables Yuqi Gu 117 6 0 08 Mar 2022
Identification in Tree-shaped Linear Structural Causal Models Benito van der Zander Marcel Wienöbst Markus Bläser Maciej Liskiewicz CML 40 2 0 03 Mar 2022
Half-Trek Criterion for Identifiability of Latent Variable Models Rina Foygel Barber Mathias Drton Nils Sturma Luca Weihs CML 72 10 0 12 Jan 2022
Robust Identifiability in Linear Structural Equation Models of Causal Inference Karthik Abinav Sankararaman Anand Louis Navin Goyal CML 30 2 0 14 Jul 2020
Structure Learning for Cyclic Linear Causal Models Carlos Améndola Philipp Dettling Mathias Drton Federica Onori Jun Wu CML 66 16 0 10 Jun 2020
Graphical continuous Lyapunov models Gherardo Varando N. Hansen 85 18 0 21 May 2020
Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets D. Kumor Bryant Chen Elias Bareinboim CML 37 11 0 29 Oct 2019
Algebraic Equivalence of Linear Structural Equation Models T. V. Ommen Joris M. Mooij 70 5 0 10 Jul 2018
The Maximum Likelihood Threshold of a Path Diagram Mathias Drton C. Fox Andreas Kaufl G. Pouliot 48 8 0 14 May 2018
Determinantal Generalizations of Instrumental Variables Luca Weihs B. Robinson E. Dufresne J. Kenkel Kaie Kubjas Reginald McGee II McGee II Reginald Nhan Nguyen Elina Robeva Mathias Drton CML 53 16 0 13 Feb 2017
Algebraic Problems in Structural Equation Modeling Mathias Drton 72 48 0 18 Dec 2016
Foundations of Structural Causal Models with Cycles and Latent Variables Stephan Bongers Patrick Forré J. Peters Joris M. Mooij 95 167 0 18 Nov 2016
Computation of maximum likelihood estimates in cyclic structural equation models Mathias Drton C. Fox Y Samuel Wang 121 16 0 11 Oct 2016
Incorporating Knowledge into Structural Equation Models using Auxiliary Variables Bryant Chen Judea Pearl Elias Bareinboim CML 64 21 0 10 Nov 2015
Decomposition and Identification of Linear Structural Equation Models Bryant Chen 44 7 0 07 Aug 2015
Distributional Equivalence and Structure Learning for Bow-free Acyclic Path Diagrams Christopher Nowzohour Marloes H. Maathuis R. Evans Peter Buhlmann 125 22 0 07 Aug 2015
Identifiability of directed Gaussian graphical models with one latent source Dennis Leung Mathias Drton Hisayuki Hara CML 68 16 0 07 May 2015
Generic Identifiability of Linear Structural Equation Models by Ancestor Decomposition Mathias Drton Luca Weihs CML 50 24 0 12 Apr 2015
Graphs for margins of Bayesian networks R. Evans CML UQCV 118 92 0 08 Aug 2014
Positivity for Gaussian graphical models J. Draisma S. Sullivant Kelli Talaska 135 20 0 01 Oct 2012