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沃新书屋 -
Statistical and Evolutionary Analysis of Biological Networks -
作者:Stumpf, Michael P. H.; Wiuf, Carsten;
Stumpf, Michael P. H.; Wiuf, Carsten;
人物简介:
Statistical and Evolutionary Analysis of Biological Networks书籍相关信息
- ISBN:9781848164338
- 作者:Stumpf, Michael P. H.; Wiuf, Carsten;
- 出版社:暂无出版社
- 出版时间:2009-12
- 页数:180
- 价格:$ 92.00
- 纸张:暂无纸张
- 装帧:暂无装帧
- 开本:暂无开本
- 语言:暂无语言
- 适合人群:Researchers in biological and life sciences, data analysts, computational biologists, evolutionary biologists, and graduate students studying related fields
- TAG:Statistical Analysis / Network Science / evolutionary biology / Genomics / Computational Biology / bioinformatics
- 豆瓣评分:暂无豆瓣评分
- 更新时间:2025-05-07 12:59:26
内容简介:
Networks provide a very useful way to describe a wide range of different data types in biology, physics and elsewhere. Apart from providing a convenient tool to visualize highly dependent data, networks allow stringent mathematical and statistical analysis. In recent years, much progress has been achieved to interpret various types of biological network data such as transcriptomic, metabolomic and protein interaction data as well as epidemiological data. Of particular interest is to understand the organization, complexity and dynamics of biological networks and how these are influenced by network evolution and functionality. This book reviews and explores statistical, mathematical and evolutionary theory and tools in the understanding of biological networks. The book is divided into comprehensive and self-contained chapters, each of which focuses on an important biological network type, explains concepts and theory and illustrates how these can be used to obtain insight into biologically relevant processes and questions. There are chapters covering metabolic, transcriptomic, protein interaction and epidemiological networks as well as chapters that deal with theoretical and conceptual material. The authors, who contribute to the book, are active, highly regarded and well-known in the network community.