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Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

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Statistics for Biology and Health

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

Robert Gentleman | Vincent Carey | Wolfgang Huber | Rafael Irizarry | Sandrine Dudoit

Science / Life Sciences / Biology

Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. This volume's coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including

importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms

curation and delivery of biological metadata for use in statistical modeling and interpretation

statistical analysis of high-throughput data, including machine learning and visualization,

modeling and visualization of graphs and networks.

 


Publication Date: 31 August 2005
Publisher: Springer New York
Imprint: Springer
ISBN-13: 9780387251462
Format: Hardback
Page Count: 474

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