Statistical Methods For Qtl Mapping
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Author | : Zehua Chen |
Publisher | : CRC Press |
Total Pages | : 308 |
Release | : 2016-04-19 |
Genre | : Mathematics |
ISBN | : 143986831X |
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 an
Author | : Ben Hui Liu |
Publisher | : CRC Press |
Total Pages | : 642 |
Release | : 2017-11-22 |
Genre | : Mathematics |
ISBN | : 1351414534 |
Genomics, the mapping of the entire genetic complement of an organism, is the new frontier in biology. This handbook on the statistical issues of genomics covers current methods and the tried-and-true classical approaches.
Author | : Karl W. Broman |
Publisher | : Springer |
Total Pages | : 400 |
Release | : 2011-12-02 |
Genre | : Science |
ISBN | : 9781461417088 |
Comprehensive discussion of QTL mapping concepts and theory Detailed instructions on the use of the R/qtl software, the most featured and flexible software for QTL mapping Two case studies illustrate QTL analysis in its entirety
Author | : Rongling Wu |
Publisher | : Springer Science & Business Media |
Total Pages | : 371 |
Release | : 2007-07-17 |
Genre | : Science |
ISBN | : 038768154X |
This book introduces the basic concepts and methods that are useful in the statistical analysis and modeling of the DNA-based marker and phenotypic data that arise in agriculture, forestry, 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 strength of this book lies in the construction of general models and algorithms for linkage analysis, as well as in QTL mapping in any kind of crossed pedigrees initiated with inbred lines of crops.
Author | : Joel Ira Weller |
Publisher | : CABI |
Total Pages | : 288 |
Release | : 2009 |
Genre | : Technology & Engineering |
ISBN | : 1845937341 |
Quantitative Trait Loci (QTL) is a topic of major agricultural significance for efficient livestock production. This book covers various statistical methods that have been used or proposed for detection and analysis of QTL and marker-and gene-assisted selection in animal genetics and breeding.
Author | : Nicola J. Camp |
Publisher | : Springer Science & Business Media |
Total Pages | : 362 |
Release | : 2008-02-03 |
Genre | : Medical |
ISBN | : 1592591760 |
In Quantitative Trait Loci: Methods and Protocols, a panel of highly experienced statistical geneticists demonstrate in a step-by-step fashion how to successfully analyze quantitative trait data using a variety of methods and software for the detection and fine mapping of quantitative trait loci (QTL). Writing for the nonmathematician, these experts guide the investigator from the design stage of a project onwards, providing detailed explanations of how best to proceed with each specific analysis, to find and use appropriate software, and to interpret results. Worked examples, citations to key papers, and variations in method ease the way to understanding and successful studies. Among the cutting-edge techniques presented are QTDT methods, variance components methods, and the Markov Chain Monte Carlo method for joint linkage and segregation analysis.
Author | : |
Publisher | : |
Total Pages | : 153 |
Release | : 2016 |
Genre | : |
ISBN | : 9789462579361 |
Author | : Karl W. Broman |
Publisher | : Springer Science & Business Media |
Total Pages | : 401 |
Release | : 2009-07-21 |
Genre | : Science |
ISBN | : 0387921257 |
Comprehensive discussion of QTL mapping concepts and theory Detailed instructions on the use of the R/qtl software, the most featured and flexible software for QTL mapping Two case studies illustrate QTL analysis in its entirety
Author | : Meng Chen |
Publisher | : |
Total Pages | : 164 |
Release | : 2006 |
Genre | : |
ISBN | : |
Author | : Scott A. Rifkin |
Publisher | : Humana Press |
Total Pages | : 331 |
Release | : 2016-08-23 |
Genre | : Medical |
ISBN | : 9781493958320 |
Over the last two decades advances in genotyping technology, and the development of quantitative genetic analytical techniques have made it possible to dissect complex traits and link quantitative variation in traits to allelic variation on chromosomes or quantitative trait loci (QTLs). In Quantitative Trait Loci (QTLs):Methods and Protocols, expert researchers in the field detail methods and techniques that focus on specific components of the entire process of quantitative train loci experiments. These include methods and techniques for the mapping populations, identifying quantitative trait loci, extending the power of quantitative trait locus analysis, and case studies. Written in the highly successful Methods in Molecular BiologyTM series format, the chapters include the kind of detailed description and implementation advice that is crucial for getting optimal results in the laboratory. Thorough and intuitive, Quantitative Trait Loci (QTLs):Methods and Protocols aids scientists in the further study of the links between phenotypic and genotypic variation in fields from medicine to agriculture, from molecular biology to evolution to ecology.