Principles of Statistical Genomics

Principles of Statistical Genomics
Author : Shizhong Xu
Publisher : Springer Science & Business Media
Total Pages : 428
Release : 2012-09-13
ISBN 10 : 9780387708072
ISBN 13 : 0387708073
Language : EN, FR, DE, ES & NL

Principles of Statistical Genomics Book Description:

Statistical genomics is a rapidly developing field, with more and more people involved in this area. However, a lack of synthetic reference books and textbooks in statistical genomics has become a major hurdle on the development of the field. Although many books have been published recently in bioinformatics, most of them emphasize DNA sequence analysis under a deterministic approach. Principles of Statistical Genomics synthesizes the state-of-the-art statistical methodologies (stochastic approaches) applied to genome study. It facilitates understanding of the statistical models and methods behind the major bioinformatics software packages, which will help researchers choose the optimal algorithm to analyze their data and better interpret the results of their analyses. Understanding existing statistical models and algorithms assists researchers to develop improved statistical methods to extract maximum information from their data. Resourceful and easy to use, Principles of Statistical Genomics is a comprehensive reference for researchers and graduate students studying statistical genomics.


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