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Bioconductor Case Studies (Use R!)

By Florian Hahne

Product Image: Bioconductor Case Studies (Use R!)

Bioconductor Case Studies (Use R!)

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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.
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
300
Release Date:
2010-02-06
Publication Date:
2010-02-06
Publisher:
Springer New York
Languages:
Published: English, Original: English
ISBN10:
0387772391
GPSR Manufacturer Reference:
[email protected]
Weight:
513 g

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The items bear minimal signs of past use, such as light scratches or memories in the form of markings. These signs of wear give the items a charming character and tell stories of their previous owners, while not affecting their functionality.
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