Linear regression with compositional explanatory variables

DOI10.1080/02664763.2011.644268OpenAlexW2061309172MaRDI QIDQ5127022

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Publication date: 21 October 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2011.644268

zbMATH Keywords

mixturesAitchison geometry on the simplexisometric logratio transformationorthonormal coordinates

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (23)

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Uses Software

• R
• robustbase
• chemometrics

Cites Work

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• Imputation of missing values for compositional data using classical and robust methods
• Isometric logratio transformations for compositional data analysis
• Reply to ``On the Harker variation diagrams; \dots by J.A. Cortés
• Groups of parts and their balances in compositional data analysis
• Logratio analysis and compositional distance.
• Another look at the chemical relationships in the dissolved phase of complex river systems
• Statistical Interpretation of Species Composition
• Robust Statistics
• Ridge Regression: Biased Estimation for Nonorthogonal Problems
• Geometric approach to statistical analysis on the simplex

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