Statistical modelling of growth curve for longitudinal data on a feeding trial in goat breeds

被引:0
作者
Shaat, Ihab [1 ,2 ]
Alhamadani, Alaa [1 ]
Al-Sharji, Khalfan [1 ]
Al-Habsi, Rashid [1 ]
Al-Sedeiri, Talal [1 ]
Al Naabi, Asila [2 ]
Maki-Tanila, Asko [3 ]
机构
[1] Minist Agr Fisheries & Water Resources, Livestock Res Ctr, Directorate Gen Agr & Livestock Res, Muscat, Oman
[2] Minist Higher Educ Res & Innovat, Mawarid, Muscat, Oman
[3] Univ Helsinki, Dept Agr Sci, Helsinki, Finland
关键词
growth rate; concentrate feeding; polynomial regression; mixed model; Omani goats; CARCASS CHARACTERISTICS; CHEVON CARCASSES; PERFORMANCE; CAPRETTO; GENOTYPE; WEIGHT; DIET; KIDS;
D O I
10.23986/afsci.145198
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
The growth curve parameters were estimated extending a linear regression to higher degree polynomial with attempts to use also the biologically appealing Gombertz function. The data contained monthly weight records from weaning to the age of 14 months of kids in two Omani goat breeds Sahrawi and Jabbali used in a feeding trial assessing the effect of concentrate supplement (14% crude protein). The growth curve parameters were estimated within the fixed effects breed and feed concentrate level (2 or 3% of live body weight) with an extension to mixed models using animals as random effects. The parameters and model contrasting were performed with ML or REML as appropriate with relative comparison relying on AIC and significance testing of estimated parameters. The mixed model analyses were performed with publicly available R software package programs. The fixed effect cubic regression with linear random effect model fitted into the data. The higher level of concentrates improved the immediate post-weaning growth in the same way in the breeds while the subsequent growth curve differed with more pronounced weight increments in the Jabbali breed.
引用
收藏
页码:201 / 211
页数:11
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