A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail
Aim of study: The aim of the present study was to introduce a sinusoidal equation into poultry science by applying it to temporal growth data from quail. Material and methods: To examine the performance of the sinusoidal equation in describing the growth patterns of quail, four conventional growth...
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Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria
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doaj-45a4d4354ca74abfabad96fbea854b4f2020-11-25T01:31:32ZengInstituto Nacional de Investigación y Tecnología Agraria y AlimentariaSpanish Journal of Agricultural Research2171-92922019-11-01173e0606e060610.5424/sjar/2019173-149732911A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quailHassan Darmani-Kuhi0James France1Secundino López2Navid Ghavi Hossein-Zadeh3University of Guilan, Faculty of Agricultural Sciences, Dept. Animal Science, Rasht, 41996-13776University of Guelph, Centre for Nutrition Modelling, Dept. Animal Biosciences, Guelph ON, N1G 2W1Instituto de Ganadería de Montaña, CSIC-Universidad de León, Dept. Producción Animal, Universidad de León, 24007 LeónUniversity of Guilan, Faculty of Agricultural Sciences, Dept. Animal Science, Rasht, 41996-13776Aim of study: The aim of the present study was to introduce a sinusoidal equation into poultry science by applying it to temporal growth data from quail. Material and methods: To examine the performance of the sinusoidal equation in describing the growth patterns of quail, four conventional growth functions (Gompertz, logistic, López and Richards) were used as reference in this study. Comparison of models was carried out by analysing model behaviour when fitting the curves using nonlinear regression and assessing statistical performance. Maximum log-likelihood estimation, mean squared error, Akaike and Bayesian information criteria were used to evaluate the general goodness-of-fit of each model to the different data profiles. Main results: The selected sinusoidal equation precisely describes the growth dynamics of quail. Comparison of the growth functions in terms of the goodness-of-fit criteria revealed that the sinusoidal equation was one of the most appropriate functions to describe the age-related changes of bodyweight in quail. Research highlights: To the best of our knowledge there are no studies available on the use of sinusoidal equations to describe the evolution of growth in quail. The sinusoidal equation used in this study represents a suitable alternative to conventional growth functions to describe the growth curves for a range of strains/lines of male and female Japanese quail.http://revistas.inia.es/index.php/sjar/article/view/14973modellingtrigonometric equationcoturnix japonicapoultrynonlinear regression |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Hassan Darmani-Kuhi James France Secundino López Navid Ghavi Hossein-Zadeh |
spellingShingle |
Hassan Darmani-Kuhi James France Secundino López Navid Ghavi Hossein-Zadeh A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail Spanish Journal of Agricultural Research modelling trigonometric equation coturnix japonica poultry nonlinear regression |
author_facet |
Hassan Darmani-Kuhi James France Secundino López Navid Ghavi Hossein-Zadeh |
author_sort |
Hassan Darmani-Kuhi |
title |
A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
title_short |
A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
title_full |
A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
title_fullStr |
A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
title_full_unstemmed |
A sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
title_sort |
sinusoidal equation as alternative to conventional growth functions to describe the evolution of growth in quail |
publisher |
Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria |
series |
Spanish Journal of Agricultural Research |
issn |
2171-9292 |
publishDate |
2019-11-01 |
description |
Aim of study: The aim of the present study was to introduce a sinusoidal equation into poultry science by applying it to temporal growth data from quail.
Material and methods: To examine the performance of the sinusoidal equation in describing the growth patterns of quail, four conventional growth functions (Gompertz, logistic, López and Richards) were used as reference in this study. Comparison of models was carried out by analysing model behaviour when fitting the curves using nonlinear regression and assessing statistical performance. Maximum log-likelihood estimation, mean squared error, Akaike and Bayesian information criteria were used to evaluate the general goodness-of-fit of each model to the different data profiles.
Main results: The selected sinusoidal equation precisely describes the growth dynamics of quail. Comparison of the growth functions in terms of the goodness-of-fit criteria revealed that the sinusoidal equation was one of the most appropriate functions to describe the age-related changes of bodyweight in quail.
Research highlights: To the best of our knowledge there are no studies available on the use of sinusoidal equations to describe the evolution of growth in quail. The sinusoidal equation used in this study represents a suitable alternative to conventional growth functions to describe the growth curves for a range of strains/lines of male and female Japanese quail. |
topic |
modelling trigonometric equation coturnix japonica poultry nonlinear regression |
url |
http://revistas.inia.es/index.php/sjar/article/view/14973 |
work_keys_str_mv |
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