{"product_id":"florian-hahne-bioconductor-case-studies-use-r-9780387772394","title":"Bioconductor Case Studies (Use R!)","description":"Bioconductor 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.\n\u003cbr\u003e\nEach 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.","brand":"Springer New York","offers":[{"title":"Used - good","offer_id":53496263835990,"sku":"9780387772394-G","price":4.49,"currency_code":"EUR","in_stock":true},{"title":"Used - very good","offer_id":53667294118230,"sku":"9780387772394-V","price":4.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9780387772394_1_9f15bbba-e608-4ff3-9957-a7e19f1ee9ee.jpg?v=1778139113","url":"https:\/\/www.momoxbooks.com\/products\/florian-hahne-bioconductor-case-studies-use-r-9780387772394","provider":"momoxbooks","version":"1.0","type":"link"}