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Expert opinion as priors for random effects in Bayesian prediction models: Subclinical ketosis in dairy cows as an example

Random effects regression models are routinely used for clustered data in etiological and intervention research. However, in prediction models, the random effects are either neglected or conventionally substituted with zero for new clusters after model development. In this study, we applied a Bayesi...

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發表在:PLoS One
Main Authors: Ni, Haifang, Klugkist, Irene, van der Drift, Saskia, Jorritsma, Ruurd, Hooijer, Gerrit, Nielen, Mirjam
格式: Artigo
語言:Inglês
出版: Public Library of Science 2021
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC7808599/
https://ncbi.nlm.nih.gov/pubmed/33444385
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0244752
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