Bioconductor Case Studies - Couverture souple

Livre 20 sur 68: Use R!

Hahne, Florian

 
9780387772394: Bioconductor Case Studies
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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

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
non disponible
Personne responsable
non disponible