Covariance regularization for metabolomic data on the drought resistance of barley Cover

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Covariance regularization for metabolomic data on the drought resistance of barley

Biometrical Letters

Volume 56 (2019): Issue 2 (December 2019)

By: Adam Mieldzioc, Monika Mokrzycka and Aneta Sawikowska

Open Access

|Dec 2019

Authors

Adam Mieldzioc

adam.mieldzioc@mail.up.poznan.pl

Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, Poznań, Poland

Monika Mokrzycka

mmok@igr.poznan.pl

Institute of Plant Genetics, Polish Academy of Sciences, Poznań, Poland

Aneta Sawikowska

aneta.sawikowska@mail.up.poznan.pl

Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, Poznań, Poland

Institute of Plant Genetics, Polish Academy of Sciences, Poznań, Poland

DOI: https://doi.org/10.2478/bile-2019-0010 | Journal eISSN: 2199-577X | Journal ISSN: 1896-3811

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Language: English

Page range: 165 - 181

Published on: Dec 16, 2019

Published by: Polish Biometric Society

In partnership with: Paradigm Publishing Services

Publication frequency: 2 issues per year

Keywords:

covariance structure,

compound symmetry matrix,

autoregression matrix,

Toeplitz matrix,

regularization,

entropy loss function,

Related subjects:

Bioinformatics,

Life sciences, other,

Probability and statistics,

Applied mathematics

© 2019 Adam Mieldzioc, Monika Mokrzycka, Aneta Sawikowska, published by Polish Biometric Society
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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