Multibreed analysis by splitting the breeding values
© INRA, EDP Sciences 2006
Received: 5 August 2005
Accepted: 27 June 2006
Published: 28 November 2006
An equivalent model for multibreed variance covariance estimation is presented. It considers the additive case including or not the segregation variances. The model is based on splitting the additive genetic values in several independent parts depending on their genetic origin. For each part, it expresses the covariance between relatives as a partial numerator relationship matrix times the corresponding variance component. Estimation of fixed effects, random effects or variance components provided by the model are as simple as any model including several random factors. We present a small example describing the mixed model equations for genetic evaluations and two simulated examples to illustrate the Bayesian variance component estimation.
Keywordssegregation variance multibreed population genetic evaluation mixed model equations Gibbs sampler
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