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Parameter estimation for generalized logistic distribution by estimating equations based on the order statistics.

Authors :
Chen, Haiqing
Cheng, Weihu
Mingzhong, Jin
Source :
Communications in Statistics: Theory & Methods; 2019, Vol. 48 Issue 6, p1506-1516, 11p
Publication Year :
2019

Abstract

In this paper, we propose estimating equations estimators (EEE) based on the order statistics for the generalized Logistic distribution. Some asymptotic results are provided. Two simulation studies are undertaken to assess the performance of the proposed method and to compare them with other methods suggested in this paper. The simulation results indicate that EEE performs better than some other methods in terms of MSE. Finally, the proposed method is applied to two real data sets. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
48
Issue :
6
Database :
Complementary Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
136782569
Full Text :
https://doi.org/10.1080/03610926.2018.1433854