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Lactation milk yield prediction in primiparous cows on a farm using the seasonal auto-regressive integrated moving average model, nonlinear autoregressive exogenous artificial neural networks and Wood’s model

OBJECTIVE: The aim of the present study was to compare the effectiveness of three approaches (the seasonal auto-regressive integrated moving average [SARIMA] model, the nonlinear autoregressive exogenous [NARX] artificial neural networks and Wood’s model) to the prediction of milk yield during lacta...

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Detalles Bibliográficos
Autores principales: Grzesiak, Wilhelm, Zaborski, Daniel, Szatkowska, Iwona, Królaczyk, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Animal Bioscience 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7961269/
https://www.ncbi.nlm.nih.gov/pubmed/32299176
http://dx.doi.org/10.5713/ajas.19.0939