Does modeling causal relationships improve the accuracy of predicting lactation milk yields?

This study compared 3 correlational (best prediction, linear regression, and feed-forward neural networks) and 2 causal models (recursive structural equation model and recurrent neural networks) for estimating lactation milk yields. The correlational models assumed associations between test-day milk...

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Detalles Bibliográficos
Autores principales: Wu, Xiao-Lin, Miles, Asha M., Van Tassell, Curtis P., Wiggans, George R., Norman, H. Duane, Baldwin, Ransom L., Burchard, Javier, Dürr, João
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505764/
https://www.ncbi.nlm.nih.gov/pubmed/37727240
http://dx.doi.org/10.3168/jdsc.2022-0343

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10505764/
https://www.ncbi.nlm.nih.gov/pubmed/37727240
http://dx.doi.org/10.3168/jdsc.2022-0343

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