Isik Fikret, Holland James, Maltecca Christian Genetic Data Analysis for Plant and Animal Breeding 9783319855868

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Автор: Isik Fikret, Holland James, Maltecca Christian
Название: Genetic Data Analysis for Plant and Animal Breeding
ISBN: 9783319855868
Издательство: Springer
Классификация:

Науки о жизни (медико-биологические): общие вопросы

Ботаника и науки о растениях

Размножение и распространение растений

Размножение животных

Сельскохозяйственная наука

ISBN-10: 3319855867
Обложка/Формат: Paperback
Страницы: 400
Вес: 0.94 кг.
Дата издания: 12.06.2018
Язык: English
Издание: Softcover reprint of
Иллюстрации: 241 illustrations, color; 119 illustrations, black and white; xvii, 400 p. 360 illus., 241 illus. in color.; 241 illustrations, color; 119 illustratio
Размер: 27.94 x 20.96 x 2.18 cm
Читательская аудитория: General (us: trade)
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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readers should be aware that the methods or statistical packages covered here may not be available or they might be out of date in a few years.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.
Дополнительное описание: Introduction to ASReml Software.- Linear Mixed Models-A Short Review.- Covariance Structures.- Breeding Values (Additive).- Non-additive Genetic Effects.- Multivariate Models.- Spatial Analysis.- Multi-Environment Trials.- Exploratory Marker Data Analysis

Genetic Data Analysis for Plant and Animal Breeding, Isik Fikret, Holland James, Maltecca Christian