{"product_id":"9780387772394","title":"Use R!","description":"\u003ch1\u003eUse R!\u003c\/h1\u003e \u003ch2\u003eHahne, Florian; Huber, Wolfgang; Gentleman, Robert; Falcon, Seth\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eBioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Its application spans a broad field of technologies used in contemporary molecular biology. In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Topics covered include: (1) import and preprocessing of data from various sources; (2) statistical modeling of differential gene expression; (3) biological metadata; (4) application of graphs and graph rendering; (5) machine learning for clustering and classification problems; (6) gene set enrichment analysis.\u003c\/p\u003e\n\u003cp\u003eEach chapter of this book describes an analysis of real data using hands-on example driven approaches. Short exercises help in the learning process and invite more advanced considerations of key topics. The book is a dynamic document. All the code shown can be executed on a local computer, and readers are able to reproduce every computation, figure, and table.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2008-08-15\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9780387772394\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-0-387-77240-0\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 284\u003c\/p\u003e ","brand":"Springer New York","offers":[{"title":"Default Title","offer_id":46541723631756,"sku":"9780387772394","price":107.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9780387772394.jpg?v=1775747702","url":"https:\/\/lateknightbooks.com\/products\/9780387772394","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}