Linear Models
Shayle R. Searle
Classic comprehensive treatment of linear models. Essential reference for understanding the mathematical foundations of mixed models, BLUP, and statistical analysis in animal breeding.
Statistics Books
Statistical methods, mixed models, and experimental design
Essential
1Learning Path
Essential Foundation
Searle's "Linear Models" is the definitive reference for understanding the mathematical theory underlying mixed models and BLUP.
Prerequisites
Strong background in matrix algebra and mathematical statistics recommended.
Connection to Animal Breeding
Linear models form the statistical foundation for genetic evaluation and breeding value prediction.
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