| 期刊全稱 | Bioconductor Case Studies | | 影響因子2023 | Florian Hahne,Wolfgang Huber,Seth Falcon | | 視頻video | http://file.papertrans.cn/187/186764/186764.mp4 | | 發(fā)行地址 | Dynamic document: all computations and figures can be reproduced on a local computer.Real data case studies and hands on exercises.Companion website offering color figures and solutions to exercises.I | | 學(xué)科分類 | Use R! | | 圖書封面 |  | | 影響因子 | .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.. | | Pindex | Book 2008 |
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