Uniqueness of linear factorizations into independent subspaces

DOI10.1016/j.jmva.2012.05.019zbMath1274.62110OpenAlexW2054633004WikidataQ59682364 ScholiaQ59682364MaRDI QIDQ450852

Fabian J. Theis, Harold W. Gutch

Publication date: 26 September 2012

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2012.05.019

zbMATH Keywords

independent component analysisseparabilitystatistical independenceindependent subspace analysisinverse models

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Characterization and structure theory of statistical distributions (62E10)

Uses Software

• FastICA
• ICALAB

Cites Work

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• Blind source separation via the second characteristic function.
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• Linear Geometric ICA: Fundamentals and Algorithms
• Compact CramÉr–Rao Bound Expression for Independent Component Analysis
• A New Algorithm for Complex Non-Orthogonal Joint Diagonalization Based on Shear and Givens Rotations
• A New Concept for Separability Problems in Blind Source Separation
• Applied Multivariate Statistical Analysis
• Analyse générale des liaisons stochastiques: etude particulière de l'analyse factorielle linéaire
• Independent Component Analysis and Blind Signal Separation
• Independent Component Analysis and Blind Signal Separation
• Independent Component Analysis and Blind Signal Separation
• A new look at the statistical model identification

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