Principle of Linear Models and analysis of variance, prediction and estimation, Mixed models, Models applications in animal breeding, Relationship matrix, Prediction error, Maternal effects, Genetic groups, Multiple traits, Random regression, Genetic variance across generations, Variance components estimation, Maximum likelihood, Bayesian methods