The Mixed Liu Estimator in Stochastic Restricted Linear Measurement Error Model

被引:0
作者
Wu, Jibo [1 ]
机构
[1] Chongqing Univ Arts & Sci, Sch Math & Big Data, Chongqing 402160, Peoples R China
关键词
2-PARAMETER ESTIMATOR; REGRESSION; EFFICIENCY;
D O I
10.1155/2021/6624923
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Ghapani and Babdi [1] proposed a mixed Liu estimator in linear measurement error model with stochastic linear restrictions. In this article, we propose an alternative mixed Liu estimator in the linear measurement error model with stochastic linear restrictions. The performance of the new mixed Liu estimator over the mixed estimator, Liu estimator, and mixed Liu estimator proposed by Ghapani and Babdi [1] are discussed in the sense of mean squared error matrix. Finally, a simulation study is given to show the performance of these estimators.
引用
收藏
页数:8
相关论文
共 50 条
[21]   Residuals and leverages in the linear mixed measurement error models [J].
Zare, Karim ;
Rasekh, Abdolrahman .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2014, 84 (07) :1427-1443
[22]   M-Estimator of a Generalized Linear Model with Measurement Errors [J].
Huang, Yujie ;
Song, Lixin .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2011, 40 (03) :532-546
[23]   Elliptical difference based ridge and Liu type estimators in partial linear measurement error models [J].
Emami, Hadi ;
Aghamohammadi, Ali .
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2021, 50 (21) :4913-4933
[24]   Robust model selection criteria for robust Liu estimator [J].
Cetin, Meral .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 199 (01) :21-24
[25]   Restricted likelihood ratio testing in linear mixed models with general error covariance structure [J].
Wiencierz, Andrea ;
Greven, Sonja ;
Kuechenhoff, Helmut .
ELECTRONIC JOURNAL OF STATISTICS, 2011, 5 :1718-1734
[26]   The Optimal Selection for Restricted Linear Models with Average Estimator [J].
Xie, Qichang ;
Du, Meng .
ABSTRACT AND APPLIED ANALYSIS, 2014,
[27]   Immaculating the inconsistent estimator of slope parameter in measurement error model with replicated data [J].
Shalabh ;
Tsai, Jia-Ren ;
Liau, Pen-Hwang .
JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2016, 86 (17) :3371-3387
[28]   On correcting measurement error in the persistence rate estimator [J].
Feng, Cindy X. ;
Piesse, Andrea .
COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2018, 47 (04) :997-1013
[29]   On the Performance of Principal Component Liu-Type Estimator under the Mean Square Error Criterion [J].
Wu, Jibo .
JOURNAL OF APPLIED MATHEMATICS, 2013,
[30]   Iterative stochastic restricted r - d class estimator in generalized linear models: application to binomial, Poisson and negative binomial distributions [J].
Abbasi, Atif ;
Ozkale, M. Revan .
HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, 2024, 53 (05) :1419-1437