Back to Search
Start Over
Parameters estimation for a mixture of Inverse Weibull distributions from censored data
- 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 [...]
- Subjects :
- Functions, Inverse -- Research
Electronic data processing -- Methods -- Technology application
Estimation theory -- Research
Censoring (Statistics) -- Research
Combinatorial probabilities -- Research
Geometric probabilities -- Research
Probabilities -- Research
High technology industry
Business, international
Law
Technology application
Research
Methods
Subjects
Details
- Language :
- English
- ISSN :
- 15566706
- Volume :
- 5
- Issue :
- 2
- Database :
- Gale General OneFile
- Journal :
- Scientia Magna
- Publication Type :
- Academic Journal
- Accession number :
- edsgcl.215307089