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Item Details
| Title:
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BIOCONDUCTOR CASE STUDIES
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| By: |
Florian Hahne, Wolfgang Huber, Robert Gentleman |
| Format: |
Paperback |
| List price:
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£99.99 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| 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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