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Consistent estimation of parameters and quantiles of the three-parameter gamma distribution based on Type-II right-censored data.
- Source :
- Journal of Statistical Computation & Simulation; Aug2015, Vol. 85 Issue 12, p2406-2424, 19p
- Publication Year :
- 2015
-
Abstract
- In this paper, we propose a method of estimation of parameters and quantiles of the three-parameter gamma distribution based on Type-II right-censored data. In the proposed method, under mild conditions, the estimates always exist uniquely, and the estimators have consistency over the entire parameter space. Through Monte Carlo simulations, we further show that the proposed method performs well compared with another prominent method of estimation in terms of bias and root mean-squared error in small-sample situations. Finally, two real data sets are used for illustrating the proposed method. [ABSTRACT FROM PUBLISHER]
Details
- Language :
- English
- ISSN :
- 00949655
- Volume :
- 85
- Issue :
- 12
- Database :
- Complementary Index
- Journal :
- Journal of Statistical Computation & Simulation
- Publication Type :
- Academic Journal
- Accession number :
- 102645033
- Full Text :
- https://doi.org/10.1080/00949655.2014.930861