Multi-trek separation in Linear Structural Equation Models

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Multi-trek separation in Linear Structural Equation Models

28 January 2020

Jean-Baptiste Seby

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Papers citing "Multi-trek separation in Linear Structural Equation Models"

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Title
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 110 0 0 05 Jun 2025
Parameter identification in linear non-Gaussian causal models under general confounding D. Tramontano Mathias Drton Jalal Etesami CML 137 2 0 31 May 2024
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models Haoyue Dai Peter Spirtes Kun Zhang CML 30 10 0 20 Oct 2022
Learning Linear Non-Gaussian Polytree Models D. Tramontano Anthea Monod Mathias Drton 57 8 0 13 Aug 2022
Third-Order Moment Varieties of Linear Non-Gaussian Graphical Models Carlos Améndola Mathias Drton Alexandros Grosdos R. Homs Elina Robeva 46 9 0 20 Dec 2021
Learning Linear Non-Gaussian Graphical Models with Multidirected Edges Yiheng Liu Elina Robeva Huanqing Wang CML 44 2 0 11 Oct 2020