Download PDF by Zehua Chen: Statistical Methods for QTL Mapping (Chapman & Hall/CRC

By Zehua Chen

ISBN-10: 1439868301

ISBN-13: 9781439868300

While quite a few complex statistical ways have lately been built for quantitative trait loci (QTL) mapping, the tools are scattered in the course of the literature. Statistical equipment for QTL Mapping brings jointly many fresh statistical concepts that handle the information complexity of QTL mapping.

After introducing easy genetics themes and statistical rules, the writer discusses the rules of quantitative genetics, common statistical problems with QTL mapping, common one-dimensional QTL mapping techniques, and a number of period mapping tools. He then explains how you can use a function choice method of take on a QTL mapping challenge with dense markers. The booklet additionally presents complete assurance of Bayesian versions and MCMC algorithms and describes equipment for multi-trait QTL mapping and eQTL mapping, together with meta-trait tools and multivariate sequential procedures.

This ebook emphasizes the trendy statistical method for QTL mapping in addition to the statistical matters that come up in this strategy. It supplies the required organic historical past for statisticians with out education in genetics and, likewise, covers statistical considering and ideas for geneticists. Written basically for geneticists and statisticians focusing on QTL mapping, the publication is also used as a complement in graduate classes or for self-study through PhD scholars engaged on QTL mapping projects.

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Statistical Methods for QTL Mapping (Chapman & Hall/CRC Mathematical and Computational Biology) by Zehua Chen

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