Genetic data analysis for plant and animal breeding

"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....

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Bibliographic Details
Main Authors Isik, Fikret (Author), Holland, J. B. 1967- (Author), Maltecca, Christian (Author)
Other Authors Dokak, Hüsnü (Illustrator)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer Nature, [2017]
Subjects
Genetics > Statistical methods > Textbooks.
Breeding > Statistical methods > Textbooks.
Genetics > Data processing > Textbooks.
Breeding > Data processing > Textbooks.
elektronické knihy
electronic books
Online AccessPlný text

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MARC

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020 |a 9783319551777  |q (electronic bk.) 
020 |z 9783319551753  |q (print) 
024 7 |a 10.1007/978-3-319-55177-7  |2 doi 
035 |a (OCoLC)1003515814  |z (OCoLC)1003317593  |z (OCoLC)1003698451  |z (OCoLC)1008870615 
100 1 |a Isik, Fikret,  |e author. 
245 1 0 |a Genetic data analysis for plant and animal breeding /  |c Fikret Isik, James Holland, Christian Maltecca. 
264 1 |a Cham, Switzerland :  |b Springer Nature,  |c [2017] 
264 4 |c ©2017 
300 |a 1 online resource (xvii, 400 pages) :  |b illustrations (some color) 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
500 |a "Plant and animal illustrations: Professor Hüsnü Dokak"--Page x. 
500 |a "Software Requirements"--Page xi. 
504 |a Includes bibliographical references (pages 389-393) and indexes. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a "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."--Provided by publisher. 
505 0 |a Introduction to ASReml Software -- A Review of Linear Mixed Models -- Variance Modeling in ASReml -- Breeding Values -- Genetic Values -- Multivariate Models -- Spatial Analysis -- Multi Environmental Trials -- Exploratory Marker Data Analysis -- Imputing Missing Genotypes -- Genomic Relationships and GBLUP -- Genomic Selection. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Genetics  |x Statistical methods  |v Textbooks. 
650 0 |a Breeding  |x Statistical methods  |v Textbooks. 
650 0 |a Genetics  |x Data processing  |v Textbooks. 
650 0 |a Breeding  |x Data processing  |v Textbooks. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Holland, J. B.  |q (James Brendan),  |d 1967-  |e author. 
700 1 |a Maltecca, Christian,  |e author. 
700 1 |a Dokak, Hüsnü,  |e illustrator. 
776 0 8 |i Print version:  |a Isik, Fikret.  |t Genetic data analysis for plant and animal breeding.  |d Cham, Switzerland : Springer, [2017]  |z 9783319551753  |w (DLC) 2017944107  |w (OCoLC)972772184 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-55177-7  |y Plný text 
992 |c NTK-SpringerBLS 
999 |c 97504  |d 97504 

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