Author: Florian Hahne
Edition: 2008
Publisher: Springer
Binding: Paperback
ISBN: 0387772391
Bioconductor Case Studies (Use R!)
Bioconductor software has become a standard tool for the analysis and comprehension of data from high-throughput genomics experiments. Medical books Bioconductor Case Studies . 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 Medical books Bioconductor Case Studies (use R). Bioconductor Case Studies (Use R); ISBN: 0387772391; Condition: Used; Very Good
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Medical Book Bioconductor Case Studies
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.