Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series)

Lê Cao, Kim-Anh; Welham, Zoe Marie

ISBN 10: 0367460947 ISBN 13: 9780367460945

Published by Chapman and Hall/CRC, 2021

Language: English

Condition: New Hardcover

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Bibliographic Details

Title: Multivariate Data Integration Using R: Methods and Applications with the mixOmics Package (Chapman & Hall/CRC Computational Biology Series)
Publisher: Chapman and Hall/CRC
Publication Date: 2021
Language: English
ISBN 10: 0367460947
ISBN 13: 9780367460945
Binding: Hardcover
Condition: New

About this title

Synopsis

Large biological data, which are often noisy and high-dimensional, have become increasingly prevalent in biology and medicine. There is a real need for good training in statistics, from data exploration through to analysis and interpretation. This book provides an overview of statistical and dimension reduction methods for high-throughput biological data, with a specific focus on data integration. It starts with some biological background, key concepts underlying the multivariate methods, and...

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