Algebraic Problems in Structural Equation Modeling

18 December 2016

Papers citing "Algebraic Problems in Structural Equation Modeling"

21 / 21 papers shown

Title
Real birational implicitization for statistical models Tobias Boege Liam Solus 37 0 0 30 Oct 2024
On the Identifiability of Sparse ICA without Assuming Non-Gaussianity Ignavier Ng Yujia Zheng Xinshuai Dong Kun Zhang CML 32 5 0 19 Aug 2024
Identifying Total Causal Effects in Linear Models under Partial Homoscedasticity David Strieder Mathias Drton CML 18 0 0 12 Aug 2024
Conditional Independence in Stationary Diffusions Tobias Boege Mathias Drton Benjamin Hollering Sarah Lumpp Pratik Misra Daniela Schkoda 27 1 0 01 Aug 2024
A matrix algebra for graphical statistical models Qingyuan Zhao 37 1 0 22 Jul 2024
On the Complexity of Identification in Linear Structural Causal Models Julian Dörfler Benito van der Zander Markus Bläser Maciej Liskiewicz CML 26 0 0 17 Jul 2024
Causal Effect Identification in LiNGAM Models with Latent Confounders D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 21 0 0 04 Jun 2024
Parameter identification in linear non-Gaussian causal models under general confounding D. Tramontano Mathias Drton Jalal Etesami CML 34 1 0 31 May 2024
Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method Bryan Andrews Erich Kummerfeld CML 38 4 0 21 May 2024
Hyperplane Representations of Interventional Characteristic Imset Polytopes Benjamin Hollering Joseph Johnson Liam Solus 16 0 0 29 Apr 2024
Colored Gaussian DAG models Tobias Boege Kaie Kubjas Pratik Misra Liam Solus 45 0 0 05 Apr 2024
Identification for Tree-shaped Structural Causal Models in Polynomial Time Aaryan Gupta Markus Bläser 15 1 0 23 Nov 2023
Partial Homoscedasticity in Causal Discovery with Linear Models June Wu Mathias Drton CML 31 4 0 17 Aug 2023
Half-Trek Criterion for Identifiability of Latent Variable Models Rina Foygel Barber Mathias Drton Nils Sturma Luca Weihs CML 28 10 0 12 Jan 2022
Graphical continuous Lyapunov models Gherardo Varando N. Hansen 24 17 0 21 May 2020
On Causal Discovery with Equal Variance Assumption Wenyu Chen Mathias Drton Y Samuel Wang CML 14 84 0 09 Jul 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 10 16 0 13 Feb 2017
Positivity for Gaussian graphical models J. Draisma S. Sullivant Kelli Talaska 100 20 0 01 Oct 2012
Identifying Causal Effects with Computer Algebra L. Garcia Sarah Spielvogel S. Sullivant CML 85 38 0 22 Jul 2010
Trek separation for Gaussian graphical models S. Sullivant Kelli Talaska J. Draisma 125 124 0 10 Dec 2008
Algebraic geometry of Gaussian Bayesian networks S. Sullivant 169 60 0 06 Apr 2007