000			02714nam a2200289Ia 4500
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020			_a978-3319855868
040			_aUNASAM BIBLIOTECA CENTRAL _cUNASAM BIBLIOTECA CENTRAL
041			_aeng
082			_a576.5 _bF49 _222a ed.
100			_aFikret, Isik _eautor
245		0	_aGenetic Data Analysis for Plant and Animal Breeding _b / _cIsik Fikret
260			_aCham : _b Springer, _c2018
300			_axvii, 400 p. : _bil. ; _c29 cm.
505			_aIntroduction 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.
520			_aThis 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readers should be aware that the methods or statistical packages covered here may not be available or they might be out of date in a few years.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.
650			_aBOTÁNICA
650			_aCIENCIAS DE LA VIDA
650			_aFENÓMENOS GENNÉTICOS
650			_aGENÉTICA
650			_aREPRODUCCIÓN _xMÉTODOS ESTADÍSTICOS
942			_cLIBRO _2ddc
999			_c21101 _d21101