Bioconductor Case Studies
Download Bioconductor Case Studies full books in PDF, epub, and Kindle. Read online free Bioconductor Case Studies ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Bioconductor Case Studies
Author | : Florian Hahne |
Publisher | : Springer Science & Business Media |
Total Pages | : 287 |
Release | : 2010-06-09 |
Genre | : Science |
ISBN | : 0387772405 |
Download Bioconductor Case Studies Book in PDF, Epub and Kindle
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.
Bioconductor Case Studies Related Books
Pages: 287
Pages: 478
Pages: 348
Pages: 325
Pages: 200