Fisher Information of the Regression Parameters Using Median Ranked Set Sampling

被引：0
|
作者：
Al-Rawwash, Mohammad [1 ]
Alodat, Mohd [2 ]
Nawajah, Inad [3 ]
机构：
[1] Sharjah Univ, Dept Math, Sharjah, U Arab Emirates
[2] Qatar Univ, Dept Math Stat & Phys, Doha, Qatar
[3] Yarmouk Univ, Dept Stat, Irbid, Jordan
来源：
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MATHEMATICAL SCIENCES | 2014年 / 1602卷
关键词：
Fisher Information; Maximum Likelihood Estimator; Median Ranked Set; Simple Linear Regression;
D O I：
10.1063/1.4882603
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
We investigate the simple linear regression parameters estimates using median ranked set sampling where the ranking is performed on the response variable. We study the large sample properties of these estimators and derive the Fisher information matrix. Also, we derive the Maximum Likelihood Estimator (MLE) and present a simulation study to elaborate on the proposed estimators.
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页码：983 / 989
页数：7
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