Bioconductor Case Studies (Use R) 2024 pdf epub mobi 电子书

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发表于2024-12-23

Bioconductor Case Studies (Use R) 2024 pdf epub mobi 电子书

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It has been a long time since I devoted myself to learning something. I wanted to learn R around 2007, and consulted to friends in CBI. At then, I was using R to analyze my data while I began to learn this new language. Difficulties arised, and I stopped....

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出版者:Springer

作者:Florian Hahne

出品人:

页数:296

译者:

出版时间:2008-08-15

价格:USD 64.95

装帧:Paperback

isbn号码:9780387772394

丛书系列:Use R

图书标签: R Bioconductor 统计计算机科学英文版生物数学 programming

Bioconductor Case Studies (Use R) 2024 pdf epub mobi 电子书图书描述

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.

Bioconductor Case Studies (Use R) 2024 pdf epub mobi 电子书

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