Title of article
Estimation in mixed effects model with errors in variables
Author/Authors
Cui، نويسنده , , Hengjian and Ng، نويسنده , , Kai W and Zhu، نويسنده , , Lixing، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 2004
Pages
21
From page
53
To page
73
Abstract
In this paper, we consider a linear mixed-effects model with measurement errors in both fixed and random effects and find the moment of estimators for the parameters of interest. The strong consistency and asymptotic normality of the estimators are obtained under regularity conditions. Moreover, we obtain the strong consistent estimators of the asymptotic covariance matrices involved in the limiting theory. Simulations are reported for illustration.
Keywords
Moment estimators , Asymptotic normality , Strong consistency , Errors in variables , mixed-effects model , Measurement errors
Journal title
Journal of Multivariate Analysis
Serial Year
2004
Journal title
Journal of Multivariate Analysis
Record number
1558021
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