Estimation of a causal directed acyclic graph process using non-gaussianity-Reference-Cited by-同舟云学术

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Estimation of a causal directed acyclic graph process using non-gaussianity

Published:2024-03 Issue: Volume:146 Page:104400
ISSN:1051-2004
Container-title:Digital Signal Processing
language:en
Short-container-title:Digital Signal Processing

Author:

Einizade Aref^ORCID,Giraldo Jhony H.,Malliaros Fragkiskos D.,Hajipour Sardouie Sepideh

Publisher

Elsevier BV

Reference43 articles.

1. Causality;Pearl,2009

2. Elements of Causal Inference: Foundations and Learning Algorithms;Peters,2017

3. Survey and evaluation of causal discovery methods for time series;Assaad;J. Artif. Intell. Res.,2022

4. A linear non-Gaussian acyclic model for causal discovery;Shimizu;J. Mach. Learn. Res.,2006

5. Estimation of a structural vector autoregression model using non-Gaussianity;Hyvärinen;J. Mach. Learn. Res.,2010

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