Genetic Data Analysis for Plant and Animal Breeding

Nonfiction, Science & Nature, Science, Biological Sciences, Botany
Cover of the book Genetic Data Analysis for Plant and Animal Breeding by Fikret Isik, James Holland, Christian Maltecca, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Fikret Isik, James Holland, Christian Maltecca ISBN: 9783319551777
Publisher: Springer International Publishing Publication: September 9, 2017
Imprint: Springer Language: English
Author: Fikret Isik, James Holland, Christian Maltecca
ISBN: 9783319551777
Publisher: Springer International Publishing
Publication: September 9, 2017
Imprint: Springer
Language: English

This book fills the gap between textbooks of quantitative genetic theory, and software manuals that provide details on analytical methods but little context or perspective on which methods may be most appropriate for a particular application. Accordingly this book is composed of two sections. The first section (Chapters 1 to 8) covers topics of classical phenotypic data analysis for prediction of breeding values in animal and plant breeding programs. In the second section (Chapters 9 to 13) we provide the concept and overall review of available tools for using DNA markers for predictions of genetic merits in breeding populations. With advances in DNA sequencing technologies, genomic data, especially single nucleotide polymorphism (SNP) markers, have become available for animal and plant breeding programs in recent years. Analysis of DNA markers for prediction of genetic merit is a relatively new and active research area. The algorithms and software to implement these algorithms are changing rapidly. This section represents state-of-the-art knowledge on the tools and technologies available for genetic analysis of plants and animals. However, readers should be aware that the methods or statistical packages covered here may not be available or they might be out of date in a few years. Ultimately the book is intended for professional breeders interested in utilizing these tools and approaches in their breeding programs. Lastly, we anticipate the usage of this volume for advanced level graduate courses in agricultural and breeding courses.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book fills the gap between textbooks of quantitative genetic theory, and software manuals that provide details on analytical methods but little context or perspective on which methods may be most appropriate for a particular application. Accordingly this book is composed of two sections. The first section (Chapters 1 to 8) covers topics of classical phenotypic data analysis for prediction of breeding values in animal and plant breeding programs. In the second section (Chapters 9 to 13) we provide the concept and overall review of available tools for using DNA markers for predictions of genetic merits in breeding populations. With advances in DNA sequencing technologies, genomic data, especially single nucleotide polymorphism (SNP) markers, have become available for animal and plant breeding programs in recent years. Analysis of DNA markers for prediction of genetic merit is a relatively new and active research area. The algorithms and software to implement these algorithms are changing rapidly. This section represents state-of-the-art knowledge on the tools and technologies available for genetic analysis of plants and animals. However, readers should be aware that the methods or statistical packages covered here may not be available or they might be out of date in a few years. Ultimately the book is intended for professional breeders interested in utilizing these tools and approaches in their breeding programs. Lastly, we anticipate the usage of this volume for advanced level graduate courses in agricultural and breeding courses.

More books from Springer International Publishing

Cover of the book Teaching Struggling Students by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Theory and Practice of Model Transformations by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Money - The New Rules of the Game by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Oil and Gas Pipelines in the Black-Caspian Seas Region by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Calcium Signaling In Airway Smooth Muscle Cells by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Deinstitutionalisation and After by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Language and Migration in a Multilingual Metropolis by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Manifestations of Dark Matter and Variations of the Fundamental Constants in Atoms and Astrophysical Phenomena by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Professional Development for Inquiry-Based Science Teaching and Learning by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Egyptian Coastal Lakes and Wetlands: Part I by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Organizational Legitimacy by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Dynamic Neuroscience by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Parameter Estimation in Fractional Diffusion Models by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Epistemology, Context, and Formalism by Fikret Isik, James Holland, Christian Maltecca
Cover of the book Fundamentals of Phase Separation in Polymer Blend Thin Films by Fikret Isik, James Holland, Christian Maltecca
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy