SHORT-TERM EGG PRODUCTION CURVE FITTING USING NONLINEAR MODELS IN JAPANESE QUAIL

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RAHIMZADEH RAZIEH; ROKOUEI MOHAMMAD; FARAJI AROUGH HADI; MAGHSOUDI ALI; KESHTEGAR BEHROOZ

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Journal: Journal of Animal Production Year:2017 | Volume:19 | Issue:2 Page(s): 299-310

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Title

SHORT-TERM EGG PRODUCTION CURVE FITTING USING NONLINEAR MODELS IN JAPANESE QUAIL

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Keywords

EGG PRODUCTIONQ1

NARUSHIN-TAKMA FUNCTIONQ1

NONLINEAR LOGISTICQ1

PUBERTYQ2

QUAILQ1

Abstract

The aim of this study was to fit the best model for describing the EGG PRODUCTION for Japanese QUAILs at thirteen week of age. For this purpose, the daily EGG PRODUCTION records on 314 QUAILs were used for the different models including NONLINEAR LOGISTIC, incomplete gamma, McNally, Lekhorst, Narushin-Takma 2, McMillan and Nelder by R software. The best model was selected by some statics such as Mean Square Error (MSE), Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC). The results showed that Narushin-Takma 2 (minimum MSE, AIC and BIC) and Compartmental I Functions (maximum MSE, AIC and BIC) were the best and worst function to describe the EGG PRODUCTION, respectively. The highest correlation (0. 953) between predicted and actual values for the number of egg were obtained by Narushin-Takma 2 model. The results of the model comparisons and correlations indicate that Narushin-Takma 2 function describes Short-term EGG PRODUCTION in QUAIL better than other functions studied in this research and this function could be considered in a short-term prediction of the reproductive potential Japanese QUAIL in breeding goals.

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APA: Copy

RAHIMZADEH, RAZIEH, ROKOUEI, MOHAMMAD, FARAJI AROUGH, HADI, MAGHSOUDI, ALI, & KESHTEGAR, BEHROOZ. (2017). SHORT-TERM EGG PRODUCTION CURVE FITTING USING NONLINEAR MODELS IN JAPANESE QUAIL. JOURNAL OF ANIMAL PRODUCTION (JOURNAL OF AGRICULTURE), 19(2 ), 299-310. SID. https://sid.ir/paper/209132/en

Vancouver: Copy

RAHIMZADEH RAZIEH, ROKOUEI MOHAMMAD, FARAJI AROUGH HADI, MAGHSOUDI ALI, KESHTEGAR BEHROOZ. SHORT-TERM EGG PRODUCTION CURVE FITTING USING NONLINEAR MODELS IN JAPANESE QUAIL. JOURNAL OF ANIMAL PRODUCTION (JOURNAL OF AGRICULTURE)[Internet]. 2017;19(2 ):299-310. Available from: https://sid.ir/paper/209132/en

IEEE: Copy

RAZIEH RAHIMZADEH, MOHAMMAD ROKOUEI, HADI FARAJI AROUGH, ALI MAGHSOUDI, and BEHROOZ KESHTEGAR, “SHORT-TERM EGG PRODUCTION CURVE FITTING USING NONLINEAR MODELS IN JAPANESE QUAIL,” JOURNAL OF ANIMAL PRODUCTION (JOURNAL OF AGRICULTURE), vol. 19, no. 2 , pp. 299–310, 2017, [Online]. Available: https://sid.ir/paper/209132/en

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