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DCE technical report

Author : Poul Henning Kirkegaard
Publisher :
Page : pages
File Size : 24,34 MB
Release : 2008
Category :
ISBN :

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Statistical Methods for QTL Mapping

Author : Zehua Chen
Publisher : CRC Press
Page : 944 pages
File Size : 35,21 MB
Release : 2013-11-01
Category : Mathematics
ISBN : 0415669863

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While numerous advanced statistical approaches have recently been developed for quantitative trait loci (QTL) mapping, the methods are scattered throughout the literature. Statistical Methods for QTL Mapping brings together many recent statistical techniques that address the data complexity of QTL mapping. After introducing basic genetics topics and statistical principles, the author discusses the principles of quantitative genetics, general statistical issues of QTL mapping, commonly used one-dimensional QTL mapping approaches, and multiple interval mapping methods. He then explains how to use a feature selection approach to tackle a QTL mapping problem with dense markers. The book also provides comprehensive coverage of Bayesian models and MCMC algorithms and describes methods for multi-trait QTL mapping and eQTL mapping, including meta-trait methods and multivariate sequential procedures. This book emphasizes the modern statistical methodology for QTL mapping as well as the statistical issues that arise during this process. It gives the necessary biological background for statisticians without training in genetics and, likewise, covers statistical thinking and principles for geneticists. Written primarily for geneticists and statisticians specializing in QTL mapping, the book can also be used as a supplement in graduate courses or for self-study by PhD students working on QTL mapping projects.

Applications of Statistics and Probability in Civil Engineering

Author : Michael Faber
Publisher : CRC Press
Page : 938 pages
File Size : 37,41 MB
Release : 2011-07-15
Category : Technology & Engineering
ISBN : 0203144791

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Under the pressure of harsh environmental conditions and natural hazards, large parts of the world population are struggling to maintain their livelihoods. Population growth, increasing land utilization and shrinking natural resources have led to an increasing demand of improved efficiency of existing technologies and the development of new ones. A

Structures & Architecture

Author : Paulo J. da Sousa Cruz
Publisher : CRC Press
Page : 616 pages
File Size : 29,81 MB
Release : 2010-07-02
Category : Technology & Engineering
ISBN : 1439862974

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Although Architecture and Structural Engineering have both had their own historical development, their interaction has led to many fascinating and delightful structures over time. To bring this interaction to a higher level, there is the need to stimulate the inventive and creative design of architectural structures and to persuade architects and s