Williams J S, Iyer H
Acta Genet Med Gemellol (Roma). 1981;30(1):9-38. doi: 10.1017/s0001566000006590.
A statistical model and analysis for genetic and environmental effects in twin-family data are presented. The model is used to derive expressions for phenotypic correlations of 22 essential pair relationships in twin-family units. The analysis proceeds in two steps. First, differential effects of sex, generation, and sex-zygosity of twin-family units and correlations due to cluster sampling are eliminated from correlation data. Then, estimates and tests of model parameters are calculated from the adjusted data. The theory and methods were developed for a Swedish twin-family study of many behaviors possibly related to the smoking habit. There, it is important to screen for behaviors that clearly are under genetic control and to assess relative influences of various biological and social environments on the development of all behaviors. Height data from the Swedish study are used to illustrate concepts and methods presented in this paper.
本文提出了一种用于双生子家庭数据中遗传和环境效应的统计模型及分析方法。该模型用于推导双生子家庭单元中22种基本配对关系的表型相关性表达式。分析分两步进行。首先,从相关数据中消除双生子家庭单元的性别、世代和性别-合子性的差异效应以及聚类抽样导致的相关性。然后,根据调整后的数据计算模型参数的估计值和检验值。该理论和方法是为瑞典一项关于许多可能与吸烟习惯相关行为的双生子家庭研究而开发的。在该研究中,筛选出明显受遗传控制的行为并评估各种生物和社会环境对所有行为发展的相对影响非常重要。瑞典研究中的身高数据用于说明本文提出的概念和方法。