Identifying Quantitative Trait Loci in Experimental Crosses

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Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.:/5 (34 download)

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Book Synopsis Identifying Quantitative Trait Loci in Experimental Crosses by : Karl William Broman

Download or read book Identifying Quantitative Trait Loci in Experimental Crosses written by Karl William Broman and published by . This book was released on 1997 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Genetics and Analysis of Quantitative Traits

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Publisher : Sinauer Associates Incorporated
ISBN 13 : 9780878934812
Total Pages : 980 pages
Book Rating : 4.9/5 (348 download)

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Book Synopsis Genetics and Analysis of Quantitative Traits by : Michael Lynch

Download or read book Genetics and Analysis of Quantitative Traits written by Michael Lynch and published by Sinauer Associates Incorporated. This book was released on 1998-01 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professors Lynch and Walsh bring together the diverse array of theoretical and empirical applications of quantitative genetics in a work that is comprehensive and accessible to anyone with a rudimentary understanding of statistics and genetics.

Quantitative Trait Loci (QTL)

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Publisher : Humana Press
ISBN 13 : 9781493958320
Total Pages : 331 pages
Book Rating : 4.9/5 (583 download)

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Book Synopsis Quantitative Trait Loci (QTL) by : Scott A. Rifkin

Download or read book Quantitative Trait Loci (QTL) written by Scott A. Rifkin and published by Humana Press. This book was released on 2016-08-23 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Guide to QTL Mapping with R/qtl

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Publisher : Springer
ISBN 13 : 9781461417088
Total Pages : 400 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis A Guide to QTL Mapping with R/qtl by : Karl W. Broman

Download or read book A Guide to QTL Mapping with R/qtl written by Karl W. Broman and published by Springer. This book was released on 2011-12-02 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Quantitative Trait Loci Analysis in Animals

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Publisher : CABI
ISBN 13 : 1845937341
Total Pages : 288 pages
Book Rating : 4.8/5 (459 download)

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Book Synopsis Quantitative Trait Loci Analysis in Animals by : Joel Ira Weller

Download or read book Quantitative Trait Loci Analysis in Animals written by Joel Ira Weller and published by CABI. This book was released on 2009 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Contributions to the Design and Analysis of Quantitative Trait Loci Experiments

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Publisher :
ISBN 13 :
Total Pages : 136 pages
Book Rating : 4.:/5 (89 download)

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Book Synopsis Contributions to the Design and Analysis of Quantitative Trait Loci Experiments by : Chunfang Jin

Download or read book Contributions to the Design and Analysis of Quantitative Trait Loci Experiments written by Chunfang Jin and published by . This book was released on 2004 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Quantitative Trait Loci

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Publisher : Springer Science & Business Media
ISBN 13 : 1592591760
Total Pages : 362 pages
Book Rating : 4.5/5 (925 download)

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Book Synopsis Quantitative Trait Loci by : Nicola J. Camp

Download or read book Quantitative Trait Loci written by Nicola J. Camp and published by Springer Science & Business Media. This book was released on 2008-02-03 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Quantitative Trait Loci (QTL)

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Publisher : Humana Press
ISBN 13 : 9781617797842
Total Pages : 0 pages
Book Rating : 4.7/5 (978 download)

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Book Synopsis Quantitative Trait Loci (QTL) by : Scott A. Rifkin

Download or read book Quantitative Trait Loci (QTL) written by Scott A. Rifkin and published by Humana Press. This book was released on 2012-05-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Model Selection Techniques for LocatingQuantitative Trait Loci

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Publisher : Sudwestdeutscher Verlag Fur Hochschulschriften AG
ISBN 13 : 9783838101224
Total Pages : 96 pages
Book Rating : 4.1/5 (12 download)

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Book Synopsis Model Selection Techniques for LocatingQuantitative Trait Loci by : Andreas Baierl

Download or read book Model Selection Techniques for LocatingQuantitative Trait Loci written by Andreas Baierl and published by Sudwestdeutscher Verlag Fur Hochschulschriften AG. This book was released on 2008 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent technological advances in genetics pose new challenging problems to statistical methodology. The genetic technique of QTL mapping deals with locating genes that influence a quantitative character of an organism. Within the statistical framework of model selection, existing approaches are adapted and modifed: The search for genetic effects is extended to interactions between genes (i.e. epistatsis), while taking computational performance into account. Robust statistical methods are included in order to cope with quantitative effects that have heavy-tailed distribution or outliers. The performance and applicability of all methods is assessed by extensive simulation studies and the reanalysis of previously published genetic data sets.

Genomics in Aquaculture

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Publisher : Academic Press
ISBN 13 : 0128016906
Total Pages : 306 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Genomics in Aquaculture by : Simon A MacKenzie

Download or read book Genomics in Aquaculture written by Simon A MacKenzie and published by Academic Press. This book was released on 2016-07-29 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genomics in Aquaculture is a concise, must-have reference that describes current advances within the field of genomics and their applications to aquaculture. Written in an accessible manner for anyone—non-specialists to experts alike—this book provides in-depth coverage of genomics spanning from genome sequencing, to transcriptomics and proteomics. It provides, for ease of learning, examples from key species most relevant to current intensive aquaculture practice. Its coverage of minority species that have a specific biological interest (e.g., Pleuronectiformes) makes this book useful for countries that are developing such species. It is a robust, practical resource that covers foundational, functional, and applied aspects of genomics in aquaculture, presenting the most current information in a field of research that is rapidly growing. Provides the latest scientific methods and technologies to maximize efficiencies for healthy fish production, with summary tables for quick reference Offers an extended glossary of technical and methodological terms to help readers better understand key biological concepts Describes state-of-the-art technologies, such as transcriptomics and epigenomics, currently under development for future perspective of the field Covers minority species that have a specific biological interest (e.g., Pleuronectiformes), making the book useful to countries developing such species

Genome-Wide Association Studies and Genomic Prediction

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Publisher : Humana Press
ISBN 13 : 9781627034463
Total Pages : 0 pages
Book Rating : 4.0/5 (344 download)

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Book Synopsis Genome-Wide Association Studies and Genomic Prediction by : Cedric Gondro

Download or read book Genome-Wide Association Studies and Genomic Prediction written by Cedric Gondro and published by Humana Press. This book was released on 2013-06-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the detailed genomic information that is now becoming available, we have a plethora of data that allows researchers to address questions in a variety of areas. Genome-wide association studies (GWAS) have become a vital approach to identify candidate regions associated with complex diseases in human medicine, production traits in agriculture, and variation in wild populations. Genomic prediction goes a step further, attempting to predict phenotypic variation in these traits from genomic information. Genome-Wide Association Studies and Genomic Prediction pulls together expert contributions to address this important area of study. The volume begins with a section covering the phenotypes of interest as well as design issues for GWAS, then moves on to discuss efficient computational methods to store and handle large datasets, quality control measures, phasing, haplotype inference, and imputation. Later chapters deal with statistical approaches to data analysis where the experimental objective is either to confirm the biology by identifying genomic regions associated to a trait or to use the data to make genomic predictions about a future phenotypic outcome (e.g. predict onset of disease). As part of the Methods in Molecular Biology series, chapters provide helpful, real-world implementation advice.

Molecular-Genetic and Statistical Techniques for Behavioral and Neural Research

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Publisher : Academic Press
ISBN 13 : 0128041161
Total Pages : 710 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Molecular-Genetic and Statistical Techniques for Behavioral and Neural Research by : Robert T. Gerlai

Download or read book Molecular-Genetic and Statistical Techniques for Behavioral and Neural Research written by Robert T. Gerlai and published by Academic Press. This book was released on 2018-04-24 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Molecular-Genetic and Statistical Techniques for Behavioral and Neural Research presents the most exciting molecular and recombinant DNA techniques used in the analysis of brain function and behavior, a critical piece of the puzzle for clinicians, scientists, course instructors and advanced undergraduate and graduate students. Chapters examine neuroinformatics, genetic and neurobehavioral databases and data mining, also providing an analysis of natural genetic variation and principles and applications of forward (mutagenesis) and reverse genetics (gene targeting). In addition, the book discusses gene expression and its role in brain function and behavior, along with ethical issues in the use of animals in genetics testing. Written and edited by leading international experts, this book provides a clear presentation of the frontiers of basic research as well as translationally relevant techniques that are used by neurobehavioral geneticists. Focuses on new techniques, including electrocorticography, functional mapping, stereo EEG, motor evoked potentials, optical coherence tomography, magnetoencephalography, laser evoked potentials, transmagnetic stimulation, and motor evoked potentials Presents the most exciting molecular and recombinant DNA techniques used in the analysis of brain function and behavior Written and edited by leading international experts

Statistics in Molecular Biology and Genetics

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Publisher : IMS
ISBN 13 : 9780940600478
Total Pages : 324 pages
Book Rating : 4.6/5 (4 download)

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Book Synopsis Statistics in Molecular Biology and Genetics by : Françoise Seillier-Moiseiwitsch

Download or read book Statistics in Molecular Biology and Genetics written by Françoise Seillier-Moiseiwitsch and published by IMS. This book was released on 1999 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The LASSO Linear Mixed Model for Mapping Quantitative Trait Loci

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Publisher :
ISBN 13 :
Total Pages : 240 pages
Book Rating : 4.:/5 (769 download)

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Book Synopsis The LASSO Linear Mixed Model for Mapping Quantitative Trait Loci by : Scott Foster

Download or read book The LASSO Linear Mixed Model for Mapping Quantitative Trait Loci written by Scott Foster and published by . This book was released on 2006 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis concerns the identification of quantitative trait loci (QTL) for important traits in cattle line crosses. One of these traits is birth weight of calves, which affects both animal production and welfare through correlated effects on parturition and subsequent growth. Birth weight was one of the traits measured in the Davies' Gene Mapping Project. These data form the motivation for the methods presented in this thesis. The performance of the LASSO linear mixed model for QTL identification is assessed via simulation. It performs well against other commonly used methods but it may lack power for lowly heritable traits in small experiments. However, the rate of false positives in such situations is much lower. Also, the LASSO method is more precise in locating the correct marker rather than a marker in its vicinity. Analysis of the Davies' Gene Mapping Data using the methods described in this thesis identified five non-zero marker-within-sire effects ( there were 570 such effects). This analysis clearly shows that most of the genome does not affect the trait of interest. The simulation results and the analysis of the Davies' Gene Mapping Project Data show that the LASSO linear mixed model is a competitive method for QTL identification. It provides a flexible method to model the genetic and experimental effects simultaneously.

Statistical Genetics of Quantitative Traits

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Publisher : Springer Science & Business Media
ISBN 13 : 038768154X
Total Pages : 371 pages
Book Rating : 4.3/5 (876 download)

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Book Synopsis Statistical Genetics of Quantitative Traits by : Rongling Wu

Download or read book Statistical Genetics of Quantitative Traits written by Rongling Wu and published by Springer Science & Business Media. This book was released on 2007-07-17 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Petunia

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Publisher : Springer Science & Business Media
ISBN 13 : 0387847960
Total Pages : 451 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Petunia by : Tom Gerats

Download or read book Petunia written by Tom Gerats and published by Springer Science & Business Media. This book was released on 2008-12-11 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Petunia belongs to the family of the Solanaceae and as such is closely related to important crop species like tomato, potato, eggplant, pepper and tobacco. With around 35 species described it is one of the smaller genera and among those there are two groups of species that make up the majority of them: the purple flowered P.integrifolia group and the white flowered P.axillaris group. It is assumed that interspecific hybrids between members of these two groups have laid the foundation for the huge variation in cultivars as selected from the 1830’s onwards. Petunia thus has been a commercially important ornamental since the early days of horticulture. Despite that, Petunia was in use as a research model only parsimoniously until the late fifties of the last century. By then seed companies started to fund academic research, initially with the main aim to develop new color varieties. Besides a moment of glory around 1980 (being elected a promising model system, just prior to the Arabidopsis boom), Petunia has long been a system in the shadow. Up to the early eighties no more then five groups developed classical and biochemical genetics, almost exclusively on flower color genes. Then from the early eighties onward, interest has slowly been growing and nowadays some 20-25 academic groups around the world are using Petunia as their main model system for a variety of research purposes, while a number of smaller and larger companies are developing further new varieties. At present the system is gaining credibility for a number of reasons, a very important one being that it is now generally realized that only comparative biology will reveal the real roots of evolutionary development of processes like pollination syndromes, floral development, scent emission, seed survival strategies and the like. As a system to work with, Petunia combines advantages from several other model species: it is easy to grow, sets abundant seeds, while self- and cross pollination is easy; its lifecycle is four months from seed to seed; plants can be grown very densely, in 1 cm2 plugs and can be rescued easily upon flowering, which makes even huge selection plots easy to handle. Its flowers (and indeed leaves) are relatively large and thus obtaining biochemical samples is no problem. Moreover, transformation and regeneration from leaf disc or protoplast are long established and easy-to-perform procedures. On top of this easiness in culture, Petunia harbors an endogenous, very active transposable element system, which is being used to great advantage in both forward and reverse genetics screens. The virtues of Petunia as a model system have only partly been highlighted. In a first monograph, edited by K. Sink and published in 1984, the emphasis was mainly on taxonomy, morphology, classical and biochemical genetics, cytogenetics, physiology and a number of topical subjects. At that time, little molecular data was available. Taking into account that that first monograph will be offered electronically as a supplement in this upcoming edition, we would like to put the overall emphasis for the second edition on molecular developments and on comparative issues. To this end we propose the underneath set up, where chapters will be brief and topical. Each chapter will present the historical setting of its subject, the comparison with other systems (if available) and the unique progress as made in Petunia. We expect that the second edition of the Petunia monograph will draw a broad readership both in academia and industry and hope that it will contribute to a further expansion in research on this wonderful Solanaceae.

An Introduction to Genetic Statistics

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (154 download)

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Book Synopsis An Introduction to Genetic Statistics by : Oscar Kempthorne

Download or read book An Introduction to Genetic Statistics written by Oscar Kempthorne and published by . This book was released on 1969 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: