Statistical Genetics of Quantitative Traits: Linkage, Maps and QTL / Edition 1

Statistical Genetics of Quantitative Traits: Linkage, Maps and QTL / Edition 1

ISBN-10:
0387203346
ISBN-13:
9780387203348
Pub. Date:
07/28/2007
Publisher:
Springer New York
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Overview

Statistical Genetics of Quantitative Traits: Linkage, Maps and QTL / Edition 1

The book introduces the basic concepts and methods that are useful in the statistical analysis and modeling of DNA-based marker and phenotypic data that arise in agriculture, forrestry, experimental biology, and other fields. It concentrates on the linkage analysis of markers, map construction and quantitative trait locus (QTL) mapping and assumes a background in regression analysis and maximum likelihood approaches. The strengths of this book lie in the construction of general models and algorithms for linkage analysis and QTL mapping in any kind of crossed pedigrees initiated with inbred lines of crops and plant and animal model systems or outbred lines in forest trees and wildlife species.

The book includes a detailed description of each approach and the step-by-step demonstration of live-example analyses designed to explain the utilization and usefulness of statistical methods. The book also includes exercise sets and computer codes for all the analyses used.

This book can serve as a textbook for graduates and senior undergraduates in genetics, agronomy, forest biology, plant breeding and animal sciences. It will also be useful to researchers and other professionals in the areas of statistics, biology and agriculture.

Product Details

ISBN-13: 9780387203348
Publisher: Springer New York
Publication date: 07/28/2007
Series: Statistics for Biology and Health Series
Edition description: 2007
Pages: 368
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

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