Regression analysis with compositional data using orthogonal log-ratio coordinates

DOI10.1080/03610918.2019.1691224OpenAlexW2988480390MaRDI QIDQ5082943

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Publication date: 21 June 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2019.1691224

zbMATH Keywords

air pollutionregression modelscompositional datatraffic control

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Generalized linear models (logistic models) (62J12)

Cites Work

• Isometric logratio transformations for compositional data analysis
• Handbook of partial least squares. Concepts, methods and applications.
• Principal component analysis of compositional data
• Linear regression with compositional explanatory variables
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