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Bioconductor Case Studies (Paperback, 2008 ed.)
Loot Price: R2,890
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Bioconductor Case Studies (Paperback, 2008 ed.)
Series: Use R!
Expected to ship within 10 - 17 working days
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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.
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