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Item Details
Title: BIOCONDUCTOR CASE STUDIES
By: Florian Hahne, Wolfgang Huber, Robert Gentleman
Format: Paperback

List price: £99.99


We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10: 0387772391
ISBN 13: 9780387772394
Publisher: SPRINGER-VERLAG NEW YORK INC.
Pub. date: 1 August, 2008
Series: Use R!
Pages: 284
Description: In this volume, the authors present a collection of cases to apply Bioconductor tools in the analysis of microarray gene expression data. Each chapter describes an analysis of real data using hands-on example driven approaches. Short exercises are included.
Synopsis: 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.
Illustrations: XII, 284 p.
Publication: US
Imprint: Springer-Verlag New York Inc.
Returns: Returnable
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