Title: Multivariate Data Integration Using R: Methods and Applications With the Mixomics Package
Publisher: Chapman & Hall
Publication Date: 2024
Language: English
ISBN 10: 1032128070
ISBN 13: 9781032128078
Binding: Paperback
Condition: Brand New

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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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