| 期刊全称 | Bioinformatics and Computational Biology Solutions Using R and Bioconductor | | 影响因子2023 | Robert Gentleman,Vincent J. Carey,Sandrine Dudoit | | 视频video | | | 发行地址 | Describes R-based packages for bioinformatics and computational biology (BCB) created in the Bioconductor project www.bioconductor.org.Includes supplementary material: | | 学科分类 | Statistics for Biology and Health | | 图书封面 |  | | 影响因子 | .Bioconductor is a widely used open source and open development software project for the analysis and comprehension of data arising from high-throughput experimentation in genomics and molecular biology. Bioconductor is rooted in the open source statistical computing environment R...This volume‘s coverage is broad and ranges across most of the key capabilities of the Bioconductor project, including importation and preprocessing of high-throughput data from microarray, proteomic, and flow cytometry platforms:..Curation and delivery of biological metadata for use in statistical modeling and interpretation..Statistical analysis of high-throughput data, including machine learning and visualization..Modeling and visualization of graphs and networks..The developers of the software, who are in many cases leading academic researchers, jointly authored chapters. All methods are illustrated with publicly available data, and a major section of the book is devoted to exposition of fully worked case studies...This book is more than a static collection of descriptive text, figures, and code examples that were run by the authors to produce the text; it is a dynamic document. Code underlying all o | | Pindex | Book 2005 |
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发表于 2025-3-21 18:43:21
