[Home ] [Archive]   [ فارسی ]  
:: Main :: About :: Current Issue :: Archive :: Search :: Submit :: Contact ::
:: Volume 3, Issue 1 (9-2009) ::
J. of Stat. Sci. 2009, 3(1): 1-16 Back to browse issues page
Estimating the Parameters of the Generalized Exponential Distribution Based on Unified Hybrid Censored
Masoumeh Izanloo , Arezou Habibirad
Abstract:   (16657 Views)
Unified hybrid censoring scheme is a mixture of generalized Type-I and Type-II hybrid censoring schemes. In this paper, we mainly consider the analysis of unified hybrid censored data when the lifetime distribution of the individual item is a two-parameter generalized exponential distribution. It is observed that the maximum likelihood estimators can not be obtained in a closed form. We obtain the maximum likelihood estimates of the parameters by using Newton-Raphson algorithm. The Fisher information matrix has been obtained and it can be used for constructing asymptotic confidence intervals. We also obtain the Bayes estimates of the unknown parameters under the assumption of independent gamma priors using the importance sampling procedure. Simulations are performed to compare the performances of the different schemes and one data set is analyzed for illustrative purposes.
Keywords: Asymptotic Distribution, Unified Hybrid Censoring, Fisher Information Matrix, Importance Sampling.
Full-Text [PDF 432 kb]   (2469 Downloads)    
Type of Study: Research | Subject: Statistical Inference
Received: 2011/07/4 | Accepted: 2013/08/13
Add your comments about this article
Your username or Email:

Write the security code in the box >


XML   Persian Abstract   Print


Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Izanloo M, Habibirad A. Estimating the Parameters of the Generalized Exponential Distribution Based on Unified Hybrid Censored. J. of Stat. Sci.. 2009; 3 (1) :1-16
URL: http://jss.irstat.ir/article-1-26-en.html


Volume 3, Issue 1 (9-2009) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences
Persian site map - English site map - Created in 0.05 seconds with 31 queries by YEKTAWEB 3660