{"product_id":"multivariate-data-integration-using-r-kim-anh-l-cao-9780367460945","title":"Multivariate Data Integration Using R: Methods and Applications with the Mixomics Package","description":"\u003cp\u003eLarge 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 then covers an array of methods implemented using the mixOmics package in R. \u003c\/p\u003e\u003cb\u003e \u003c\/b\u003e\u003cp\u003eFeatures: \u003c\/p\u003e \u003cul\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eProvides a broad and accessible overview of methods for multi-omics data integration\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eCovers a wide range of multivariate methods, each designed to answer specific biological questions\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIncludes comprehensive visualisation techniques to aid in data interpretation\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIncludes many worked examples and case studies using real data\u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003e \u003c\/p\u003e\n\u003cli\u003eIncludes reproducible R code for each multivariate method, using the mixOmics package \u003c\/li\u003e \u003cp\u003e\u003c\/p\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e \u003cp\u003eThe book is suitable for researchers from a wide range of scientific disciplines wishing to apply these methods to obtain new and deeper insights into biological mechanisms and biomedical problems. The suite of tools introduced in this book will enable students and scientists to work at the interface between, and provide critical collaborative expertise to, biologists, bioinformaticians, statisticians and clinicians.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Kim-Anh Lê Cao, Zoe Marie Welham\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367460947\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367460945\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/09\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 330\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.74lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.75d\u003c\/p\u003e","brand":"Kim-Anh Lê Cao","offers":[{"title":"Hardcover","offer_id":43944949842175,"sku":"9780367460945","price":110.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_9a8b84aa-ceaa-4f53-a25a-e66e9f71777d.jpg?v=1681505904","url":"https:\/\/www.whiterainbookhouse.com\/products\/multivariate-data-integration-using-r-kim-anh-l-cao-9780367460945","provider":"WR Book House","version":"1.0","type":"link"}