Multivariate Data Integration Using R. Methods and Applications with the mixOmics Package, Paperback/Zoe Marie Welham

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 then covers an array of methods implemented using the mixOmics package in R. Publisher: Taylor & Francis Ltd Author(s): Zoe Marie Welham Illustration(s): 16 Tables, black and white; 121 Line drawings, color; 121 Illustrations, color Number of pages: 298 Collection: Chapman & Hall/CRC Computational Biology Series Publication date: 2024 Dimensions: 177 x 253 x 19 Cover type: Paperback