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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
D. Tramontano
Yaroslav Kivva
Saber Salehkaleybar
Mathias Drton
Negar Kiyavash
    CML
ArXiv (abs)PDFHTML

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

4 / 4 papers shown
Trek-Based Parameter Identification for Linear Causal Models With Arbitrarily Structured Latent Variables
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
Estimating Treatment Effects with Independent Component Analysis
Patrik Reizinger
Lester Mackey
Wieland Brendel
Rahul Krishnan
CML
144
0
0
22 Jul 2025
Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants
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
Causal Discovery in Linear Models with Unobserved Variables and Measurement Error
Yuqin Yang
M. Nafea
Negar Kiyavash
Kun Zhang
AmirEmad Ghassami
CML
172
0
0
28 Jul 2024
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