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Genomic Selection in Animals [2016]
- 1
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Historical Overview
- 7
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Types of Current Genetic Markers and Genotyping Methodologies
- 11
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Advanced Animal Breeding Programs Prior to Genomic Selection
- 17
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Economic Evaluation of Genetic Breeding Programs
- 21
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Least Squares, Maximum Likelihood, and Bayesian Parameter Estimation
- 31
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Trait‐Based Genetic Evaluation
- 43
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Maximum Likelihood and Bayesian Estimation of QTL Parameters with Random Effects Included in the Model
- 51
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Maximum Likelihood, Restricted Maximum Likelihood, and Bayesian Estimation for Mixed Models
- 59
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Distribution of Genetic Effects, Theory, and Results
- 69
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The Multiple Comparison Problem
- 81
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Linkage Mapping of QTL
- 89
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Linkage Disequilibrium Mapping of QTL
- 95
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Marker‐Assisted Selection
- 103
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Genetic Evaluation Based on Dense Marker Maps
- 111
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Genetic Evaluation Based on Analysis of Genetic Evaluations or Daughter‐Yield Evaluations
- 119
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Genomic Evaluation Based on Analysis of Production Records
- 125
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Validation of Methods for Genomic Estimated Breeding Values
- 133
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By‐Products of Genomic Analysis
- 139
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Imputation of Missing Genotypes
- 145
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Detection and Validation of Quantitative Trait Nucleotides
- 153
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Future Directions and Conclusions
- 159
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References
- 171
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Index
- i
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Front Matter