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Evaluation of four mathematical functions to describe scrotal circumference maturation in Nelore bulls

机译:评估描述内罗尔公牛阴囊周长成熟度的四个数学函数的评估

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532 Nelore bulls born between September and December 1992 to 1994 were studied. Scrotum circumference (SC) measurements were made on fixed dates in January, April, July and October of each year. At the time of SC measurements, the ages of the bullsranged from 200 to 1300 days. The functions used to describe the data were: Brody, SC = A (1 - B exp-kt); Logistic, SC = A / (1 + B exp-kt); Gompertz, SC = A exp(-B exp-kt) and Richards SC = A (1 + B exp-kt)m, where SC is the scrotal circumference at t days of age, A is the estimated SC at maturity, B is the integration constant established by the initial values of SC and t, k is the maturity constant, which equals the ratio between the maximum rate of growth and SC at maturity; m is the inflection point parameter for the Richards' function, which does not converge. The Brody, Gompertz and Logistic functions fitted the data in a similar fashion, with similar values for error mean squares and R2, and they reached convergence with similar computational costs. The Logistic function gave the best pattern of average prediction error, and was therefore selected for biological interpretation. For the Logistic function, estimated SC at maturity (A) was 37.95 cm at 72 months of age. The maturity index (k) was0.11 cm, and the inflection point (time of maximum growth) was reached at 13.09 months of age at an average SC of 18.97 cm.
机译:研究了从1992年9月至1992年12月之间出生的532头Nelore公牛。阴囊周长(SC)的测量是在每年的1月,4月,7月和10月的固定日期进行的。在进行SC测量时,公牛的年龄介于200至1300天之间。用于描述数据的函数为:Brody,SC = A(1- B exp-kt); Logistic,SC = A /(1 + B exp-kt); Gompertz,SC = A exp(-B exp-kt),Richards SC = A(1 + B exp-kt)m,其中SC是t天龄的阴囊周长,A是成熟时的估计SC,B是由SC和t的初始值建立的积分常数k是成熟度常数,等于成熟时最大增长率与SC的比值。 m是Richards函数的拐点参数,不会收敛。 Brody,Gompertz和Logistic函数以相似的方式拟合数据,具有相似的误差均方根值和R2值,并且它们以相似的计算成本达到了收敛。 Logistic函数提供了最佳的平均预测误差模式,因此被选择用于生物学解释。对于Logistic函数,在72个月大时,成熟时的估计SC(A)为37.95 cm。成熟指数(k)为0.11 cm,拐点(最大生长时间)在13.09个月时达到,平均SC为18.97 cm。

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