Practical Aspects of Log-ratio Coordinate Representations in Regression with Compositional Response

Practical Aspects of Log-ratio Coordinate Representations in Regression with Compositional Response

Regression analysis with compositional response, observations carrying relative information, is an appropriate tool for statistical modelling in many scientific areas (e.g. medicine, geochemistry, geology, economics). Even though this technique has been recently intensively studied, there are still...

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Bibliographic Details
Main Authors: Fišerová Eva, Donevska Sandra, Hron Karel, Bábek Ondřej, Vaňkátová Kristýna
Format: Article
Language:English
Published: Sciendo 2016-10-01
Series:Measurement Science Review
Subjects:
orthonormal coordinates
centred -ratio coordinates
orthogonal coordinates
log-transformation
multivariate regression model
mean squared error
Online Access:https://doi.org/10.1515/msr-2016-0029

Internet

https://doi.org/10.1515/msr-2016-0029

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