Analyzing High-Dimensional Gene Expression and DNA Methylation Data with R(Chapman & Hall/CRC Computational Biology Series)

用R分析高维基因表达与DNA甲基化数据

生物工程

售   价:
734.00
发货周期:预计5-7周发货
作      者
出  版 社
出版时间
2020年05月28日
装      帧
平装
ISBN
9780367495169
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页      码
190
开      本
6-1/8 x 9-1/4
语      种
英文
综合评分
5 分
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图书简介

This will be the first book to systematically describe the process and provide corresponding methods for analysing data generated from genetic- and epigenetic-studies. The overall subject is on large data analysis. Specifically, the book aims to provide a “pipe line” for genetic and epigenetic data analysis starting from raw genome- and epigenome-scale data. It includes methods to pre-process genetic and epigenetic data in the genome-scale, methods for data mining to identify potentially informative factors, and methods for subsequent analyses after data mining, e.g., factor/variable selections, network construction, and testing for differential networks.

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