Independent Component Analysis for Compositional Data

DOI10.1007/978-3-030-73249-3_27OpenAlexW3040101045MaRDI QIDQ5871018

Kamila Fačevicová, Hana Janečková, Klaus Nordhausen, Christoph Muehlmann, Alžběta Gardlo

Publication date: 24 January 2023

Published in: Advances in Contemporary Statistics and Econometrics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.00456

Mathematics Subject Classification ID

Applications of statistics to economics (62P20)

Related Items (1)

On the usage of joint diagonalization in multivariate statistics

Uses Software

• compositions
• R
• robCompositions
• JADE
• BSSasymp

Cites Work

• Unnamed Item
• Fourth moments and independent component analysis
• Groups of parts and their balances in compositional data analysis
• Blind source separation for spatial compositional data
• Compositional data: the sample space and its structure
• The Deflation-Based FastICA Estimator: Statistical Analysis Revisited
• Deflation-Based FastICA With Adaptive Choices of Nonlinearities
• A Convergence and Asymptotic Analysis of the Generalized Symmetric FastICA Algorithm
• Linear regression with compositional explanatory variables

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