Bioconductor Case Studies is popular PDF and ePub book, written by Florian Hahne in 2010-06-09, it is a fantastic choice for those who relish reading online the Science genre. Let's immerse ourselves in this engaging Science book by exploring the summary and details provided below. Remember, Bioconductor Case Studies can be Read Online from any device for your convenience.
Bioconductor Case Studies Book PDF Summary
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. 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.
Detail Book of Bioconductor Case Studies PDF
- Author : Florian Hahne
- Release : 09 June 2010
- Publisher : Springer Science & Business Media
- ISBN : 9780387772400
- Genre : Science
- Total Page : 287 pages
- Language : English
- PDF File Size : 14,8 Mb
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