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 AccessFull text
ISBN9783319551777
9783319551753
Physical Description1 online resource (xvii, 400 pages) : illustrations (some color)

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Table of Contents:
  • 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.

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