Half-Trek Criterion for Identifiability of Latent Variable Models

Half-Trek Criterion for Identifiability of Latent Variable Models

12 January 2022

Rina Foygel Barber

Papers citing "Half-Trek Criterion for Identifiability of Latent Variable Models"

13 / 13 papers shown

Title
Using Time Structure to Estimate Causal Effects Tom Hochsprung Jakob Runge Andreas Gerhardus CML 68 0 0 15 Apr 2025
Efficient Identification in Linear Structural Causal Models with Instrumental Cutsets D. Kumor Bryant Chen Elias Bareinboim CML 19 11 0 29 Oct 2019
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 41 16 0 13 Feb 2017
Algebraic Problems in Structural Equation Modeling Mathias Drton 61 48 0 18 Dec 2016
Incorporating Knowledge into Structural Equation Models using Auxiliary Variables Bryant Chen Judea Pearl Elias Bareinboim CML 35 21 0 10 Nov 2015
Identifiability of directed Gaussian graphical models with one latent source Dennis Leung Mathias Drton Hisayuki Hara CML 48 16 0 07 May 2015
Generic Identifiability of Linear Structural Equation Models by Ancestor Decomposition Mathias Drton Luca Weihs CML 32 24 0 12 Apr 2015
Generalized Instrumental Variables Carlos Brito Judea Pearl CML 57 162 0 12 Dec 2012
Graphical Condition for Identification in recursive SEM Carlos Brito Judea Pearl CML 69 34 0 27 Jun 2012
Half-trek criterion for generic identifiability of linear structural equation models Rina Foygel J. Draisma Mathias Drton CML 109 83 0 27 Jul 2011
Identifying Causal Effects with Computer Algebra L. Garcia Sarah Spielvogel S. Sullivant CML 139 39 0 22 Jul 2010
On a parametrization of positive semidefinite matrices with zeros Mathias Drton Josephine Yu 215 19 0 19 Jan 2010
Trek separation for Gaussian graphical models S. Sullivant Kelli Talaska J. Draisma 157 125 0 10 Dec 2008