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Bioconductor Case Studies

by Florian Hahne , Wolfgang Huber , Robert Gentleman
Save 17% Save 17%
Current price ₹12,258.00
Original price ₹14,710.00
Original price ₹14,710.00
Original price ₹14,710.00
(-17%)
₹12,258.00
Current price ₹12,258.00

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Book cover type: Paperback
  • ISBN13: 9780387772394
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 284
  • Original Price: USD 119.99
  • Language: English
  • Edition: 2008
  • Item Weight: 386 grams
  • BISAC Subject(s): Biostatistics

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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