Snee R D, Acuff S K, Gibson J R
Biometrics. 1979 Dec;35(4):835-48.
A group of parsimonious models for the analysis of animal growth curves is presented. The effects of correlations between the successive weights are reduced by analyzing the weight gained between the different weighing times. A model is developed for the resulting two-way table of group average gain curves (group by periods), using the two-way table modeling techniques proposed by Mandel. The coefficients in the fitted model are examined to determine what functions of the weight gain measurements will summarize the characteristics of the curves. In the second part of the analysis these statistics are computed for each animal and analyzed to determine the effects of the design variables on the growth of the animals. Experience has shown that in many instances total weight gain summarizes all the information in the curve. The conditions under which total gain provides an adequate summary are discussed. The model has been used in the analysis of rat, dog, hamster, guinea pig and swine growth curves. An example is included to illustrate the utility of the proposed approach.
本文提出了一组用于分析动物生长曲线的简约模型。通过分析不同称重时间之间的体重增加量,减少了连续体重之间相关性的影响。利用曼德尔提出的双向表建模技术,为所得的组平均增重曲线双向表(按时期分组)建立了一个模型。检查拟合模型中的系数,以确定体重增加量测量的哪些函数将概括曲线的特征。在分析的第二部分,针对每只动物计算这些统计量,并进行分析以确定设计变量对动物生长的影响。经验表明,在许多情况下,总增重概括了曲线中的所有信息。讨论了总增重提供充分概括的条件。该模型已用于大鼠、狗、仓鼠、豚鼠和猪生长曲线的分析。文中包含一个示例来说明所提出方法的实用性。