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A non-parametric mixture model for genome-enabled prediction of genetic value for a quantitative trait

Archive ouverte | Gianola, Daniel | CCSD

International audience. A Bayesian nonparametric form of regression based on Dirichlet process priors is adapted to the analysis of quantitative traits possibly affected by cryptic forms of gene action, and to the c...

A periodic analysis of longitudinal binary responses: a case study of clinical mastitis in Norwegian Red cows

Archive ouverte | Chang, Yu-Mei | CCSD

International audience

Mixture model for inferring susceptibility to mastitis in dairy cattle: a procedure for likelihood-based inference

Archive ouverte | Gianola, Daniel | CCSD

International audience. A Gaussian mixture model with a finite number of components and correlated random effects is described. The ultimate objective is to model somatic cell count information in dairy cattle and t...

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