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

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 lactat...

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Bibliographic Details
Main Authors: Wilhelm Grzesiak, Daniel Zaborski, Iwona Szatkowska, Katarzyna Królaczyk
Format: Article
Language:English
Published: Asian-Australasian Association of Animal Production Societies 2021-04-01
Series:Animal Bioscience
Subjects:
prediction
heifer
lactation curve
milk yield
neural networks
statistical methods
Online Access:http://www.animbiosci.org/upload/pdf/ajas-19-0939.pdf

Internet

http://www.animbiosci.org/upload/pdf/ajas-19-0939.pdf

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