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Parameter estimations for mixed generalized exponential distribution based on progressive type-I interval censoring.

Authors :
Wang, Chunjie
Wang, Shuying
Wang, Dehui
Li, Chunjing
Dong, Xiaogang
Hu, Yueqing
Source :
Cogent Mathematics. Dec2017, Vol. 4 Issue 1, p0-0. 1p.
Publication Year :
2017

Abstract

This paper considers the estimation of parameters based on a progressively type-I interval-censored data from a mixed generalized exponential distribution. The maximum likelihood estimation is used but an analytic form cannot be obtained. The EM algorithm is applied to obtain the maximum likelihood estimates. The performance of the estimates is judged by a simulating study and a real data is presented to illustrate the method of estimation developed here. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23311835
Volume :
4
Issue :
1
Database :
Academic Search Index
Journal :
Cogent Mathematics
Publication Type :
Academic Journal
Accession number :
128362880
Full Text :
https://doi.org/10.1080/23311835.2017.1280913