Finding a causal ordering via independent component analysis

DOI10.1016/j.csda.2005.05.004zbMath1445.62135OpenAlexW2145787679WikidataQ55499185 ScholiaQ55499185MaRDI QIDQ959409

Yutaka Kano, Aapo Hyvärinen, Patrik O. Hoyer, Shohei Shimizu

Publication date: 11 December 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2005.05.004

zbMATH Keywords

independenceindependent component analysisnon-normalitycausal inferencenon-experimental data

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25)

Related Items (3)

Bayesian inference over ICA models: application to multibiometric score fusion with quality estimates ⋮ A smoothed bootstrap test for independence based on mutual information ⋮ Graphical methods, inductive causal inference, and econometrics: a literature review

Uses Software

• FastICA

Cites Work

• Statistics and Causal Inference
• Investigating Causal Relations by Econometric Models and Cross-spectral Methods
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