Robust Methods for Compositional Data

DOI10.1007/978-3-7908-2604-3_7zbMath1436.62103OpenAlexW1484867MaRDI QIDQ3298449

Karel Hron, Peter Filzmoser

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_7

zbMATH Keywords

robustnessaffine equivarianceAitchison geometrymultivariate statistical methodslogratio transformations

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Robustness and adaptive procedures (parametric inference) (62F35)

Uses Software

• robustbase

Cites Work

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• Isometric logratio transformations for compositional data analysis
• Groups of parts and their balances in compositional data analysis
• Logratio analysis and compositional distance.
• Outlier identification in high dimensions
• Outlier detection for compositional data using robust methods
• Biplots of Compositional Data
• Robust Statistics

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