Back to Search Start Over

Parameters estimation for a mixture of Inverse Weibull distributions from censored data

Authors :
Yuzhu, Tian
Wansheng, He
Ping, Chen
Source :
Scientia Magna. June 2009, Vol. 5 Issue 2, p15, 7 p.
Publication Year :
2009

Abstract

In this paper a failure model of the mixed Inverse Weibull distributions(MIWD) is considered and its estimators for all unknown parameters based on type-II and type-I censored data are obtained by means of ENI-Algorithm. Some simulations suggest that EM algorithm is effective to our model. Keywords mixed Inverse Weibull distribution, failure model, EM-algorithm, censored data.<br />[section]1. Introduction Mixture models play a important role in many applicable fields, such as medicine, psychology research, cluster analysis, life testing and reliability analysis and so on. Mixture distributions have [...]

Details

Language :
English
ISSN :
15566706
Volume :
5
Issue :
2
Database :
Gale General OneFile
Journal :
Scientia Magna
Publication Type :
Academic Journal
Accession number :
edsgcl.215307089