Latent variable modeling of longitudinal and multilevel data

被引:225
作者
Muthen, B
机构
[1] University of California, Los Angeles, CA
来源
SOCIOLOGICAL METHODOLOGY 1997, VOL 27 | 1997年 / 27卷
关键词
D O I
10.1111/1467-9531.271034
中图分类号
C91 [社会学];
学科分类号
030301 ; 1204 ;
摘要
An overview is given of modeling of longitudinal and multilevel data using a latent variable framework. Particular emphasis is placed on growth modeling. A latent variable model is presented for three-level data, where the modeling of the longitudinal part of the data imposes both a covariance and a mean structure. Examples are discussed where repeated observations are made on students sampled within classrooms and school.
引用
收藏
页码:453 / 480
页数:28
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