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Bioconductor Case Studies (Paperback, 2008 ed.) Loot Price: R2,890
Discovery Miles 28 900
Bioconductor Case Studies (Paperback, 2008 ed.): Florian Hahne, Wolfgang Huber, Robert Gentleman, Seth Falcon

Bioconductor Case Studies (Paperback, 2008 ed.)

Florian Hahne, Wolfgang Huber, Robert Gentleman, Seth Falcon

Series: Use R!

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Loot Price R2,890 Discovery Miles 28 900 | Repayment Terms: R271 pm x 12*

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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.

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Use R!
Release date: August 2008
First published: 2008
Authors: Florian Hahne • Wolfgang Huber • Robert Gentleman • Seth Falcon
Dimensions: 235 x 155 x 17mm (L x W x T)
Format: Paperback
Pages: 284
Edition: 2008 ed.
ISBN-13: 978-0-387-77239-4
Categories: Books > Science & Mathematics > Biology, life sciences > General
Books > Computing & IT > General theory of computing > General
Books > Computing & IT > Applications of computing > General
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LSN: 0-387-77239-1
Barcode: 9780387772394

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