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Causal Effect Identification in LiNGAM Models with Latent Confounders

Causal Effect Identification in LiNGAM Models with Latent Confounders

4 June 2024

Saber Salehkaleybar

Negar Kiyavash

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Papers citing "Causal Effect Identification in LiNGAM Models with Latent Confounders"

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Trek-Based Parameter Identification for Linear Causal Models With Arbitrarily Structured Latent Variables Nils Sturma Mathias Drton CML 137 0 0 24 Jul 2025
Estimating Treatment Effects with Independent Component Analysis Patrik Reizinger Lester Mackey Wieland Brendel Rahul Krishnan CML 132 0 0 22 Jul 2025
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants D. Tramontano Yaroslav Kivva Saber Salehkaleybar Mathias Drton Negar Kiyavash CML 325 0 0 05 Jun 2025
Causal Discovery in Linear Models with Unobserved Variables and Measurement Error Yuqin Yang M. Nafea Negar Kiyavash Kun Zhang AmirEmad Ghassami CML 162 0 0 28 Jul 2024