RecordNumber
3977
Author
Ganjealivand, Nahid
Crop_Body
Nahid Ganjealivand and...
Title of Article
Stochastic Restricted Two-Parameter Estimator in Linear Mixed Measurement Error Models
Title Of Journal
JIRSS
Publication Year
2021
Volum
20
Issue Number
2
Page
79-102
Keywords
Linear Mixed Measurement Error Model , Two Parameter Estimation , Stochastic Restricted Two Parameter Estimation , Mean-square Error Matrix
Abstract
In this study, the stochastic restricted and unrestricted two-parameter
estimators of fixed and random eects are investigated in the linear mixed measurement
error models. For this purpose, the asymptotic properties and then the comparisons
under the criterion of mean squared error matrix (MSEM) are derived. Furthermore,
the proposed methods are used for estimating the biasing parameters. Finally, a real
data analysis and a simulation study are provided to evaluate the performance of the
proposed estimators