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Bayesian methods in animal breeding with different prior specification using Gibbs sampling


, : Bayesian methods in animal breeding with different prior specification using Gibbs sampling. Turk Veterinerlik ve Hayvanclk Dergisi 20(5): 359-365

Gibbs sampling in animal breeding can be carried out using 2 types of prior specification of parameters. The 1st specification has full conjugacy. The 2nd specification has non-conjugacy, which causes computational difficulties. It is shown how the Gibbs sampling procedure, making use of an adaptive rejection sampling algorithm, deals with non-conjugacy in a balanced 1-way classification model with random sire effects. Results with the 2 specifications are compared.

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