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Consistent estimators in generalized linear mixed models

delete1998-06-01
delete124
PRE
AI
J
Jiming Jiang *
DOI:10.2307/2670122delete
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摘要

摘要

En 中文
A simple method based on simulated moments is proposed for estimating the fixed-effects and variance components in a generalized linear mixed model (GLMM). It is shown that the method is not only computationally attractive but also leads to consistent estimators. On the other hand, simulation shows that the method can be quite inefficient.
Keyword:
consistency
generalized linear mixed models
method of simulated moments

期刊

J
Journal of the American Statistical Association
IF:
3
论文数:
5.2K
被引数:
4.8W

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