{"product_id":"bioconductor-case-studies-9780387772394","title":"Bioconductor Case Studies","description":"\u003cp\u003e • Author(s): Florian Hahne | Wolfgang Huber | Robert Gentleman\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Biostatistics\u003c\/p\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 \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","brand":"Springer","offers":[{"title":"Paperback","offer_id":47611092926615,"sku":"9780387772394","price":12258.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780387772394.webp?v=1775069103","url":"https:\/\/atlanticbooks.com\/products\/bioconductor-case-studies-9780387772394","provider":"Atlantic Books","version":"1.0","type":"link"}