Bioconductor Case Studies - Couverture souple

Hahne, Florian

Couverture souple

ISBN 10 : 0387772391 ISBN 13 : 9780387772394

Editeur : Springer New York, 2010

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.

Détails de l'édition

• Éditeur: Springer New York
• Date d'édition: 2010
• Langue: anglais
• ISBN 10: 0387772391
• ISBN 13: 9780387772394
• Reliure: Broché
• Nombre de pages: 300
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne