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Genomic-Enabled Prediction of Ordinal Data with Bayesian Logistic Ordinal Regression

Most genomic-enabled prediction models developed so far assume that the response variable is continuous and normally distributed. The exception is the probit model, developed for ordered categorical phenotypes. In statistical applications, because of the easy implementation of the Bayesian probit or...

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Detalhes bibliográficos
Publicado no:G3 (Bethesda)
Main Authors: Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Burgueño, Juan, Eskridge, Kent
Formato: Artigo
Idioma:Inglês
Publicado em: Genetics Society of America 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4592994/
https://ncbi.nlm.nih.gov/pubmed/26290569
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1534/g3.115.021154
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