Half-Trek Criterion for Identifiability of Latent Variable Models

12 January 2022

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

7 / 7 papers shown

Title
Using Time Structure to Estimate Causal Effects Tom Hochsprung Jakob Runge Andreas Gerhardus CML 29 0 0 15 Apr 2025
Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding Daniela Schkoda Elina Robeva Mathias Drton CML 26 0 0 09 Aug 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 21 1 0 31 May 2024
Identifiability in Continuous Lyapunov Models Philipp Dettling R. Homs Carlos Améndola Mathias Drton N. Hansen 20 8 0 08 Sep 2022
Identifying Causal Effects with Computer Algebra L. Garcia Sarah Spielvogel S. Sullivant CML 80 38 0 22 Jul 2010
Trek separation for Gaussian graphical models S. Sullivant Kelli Talaska J. Draisma 117 124 0 10 Dec 2008