The social relations model for family data: A multilevel approach

The social relations model for family data: A multilevel approach
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DOI:
10.1111/j.1475-6811.1999.tb00204.x
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发表时间:
1999-12-01
影响因子:
1.6
通讯作者:
Kenny, DA
Kenny, DA
中科院分区:
心理学4区
文献类型:
--
作者:
Snijders, TAB;Kenny, DA

文献摘要

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多层次模型被提出来研究来自家庭或其他群体中的多个人的关系或二元数据。研究中的变量被假定为指的是一个二元关系的个人之间的群体。所提出的模型是社会关系模型的细化。这些模型强调了父亲、母亲和孩子的不同角色。多水平模型为研究人员提供了一种方法来估计社会关系模型的方差和相关性,并纳入协变量的影响和测试专门的模型,即使有缺失的观察。
Multilevel models are proposed to study relational or dyadic data from multiple persons in families or other groups. The variable under study is assumed to refer to a dyadic relation between individuals in the groups. The proposed models are elaborations of the Social Relations Model. The different roles of father, mother, and child are emphasized in these models. Multilevel models provide researchers with a method to estimate the variances and correlations of the Social Relations Model and to incorporate the effects of covariates and test specialized models, even with missing observations.