{"product_id":"bioconductor-case-studies-use-r-0387772391-used","title":"Bioconductor Case Studies (Use R!)","description":"\u003cp\u003e\u003cstrong\u003eISBN:\u003c\/strong\u003e 0387772391\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eAuthor:\u003c\/strong\u003e Hahne, Florian\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eCondition:\u003c\/strong\u003e Used\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.Each 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":"Mia Karts","offers":[{"title":"Default Title","offer_id":67772579479840,"sku":"USED0387772391","price":8.88,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0980\/7426\/3840\/files\/51t6bg-jQbL_1bd481d5-6966-489a-9cb7-57bd2c2fcd75.jpg?v=1792026576","url":"https:\/\/miakarts.com\/products\/bioconductor-case-studies-use-r-0387772391-used","provider":"Miakarts Books","version":"1.0","type":"link"}