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:: Volume 9, Issue 1 (9-2015) ::
JSS 2015, 9(1): 15-41 Back to browse issues page
Inference for the Half-Logistic Distribution under Progressively Type II Hybrid Censored Samples
Akbar Asgharzadeh * , Mina Azizpour , Reza Valiollahi
Abstract:   (12239 Views)
One of the drawbacks of the type II progressive censoring scheme is that the length of the experiment can be very large. Because of that, recently a new censoring scheme named as the type II progressively hybrid censored scheme has received considerable interest among the statisticians. In this paper, the statistical inference for the half-logistic distribution is discussed based on the progressively type II hybrid censored samples. The maximum likelihood estimator, the approximate maximum likelihood estimator and the Bayes estimator of parameter using Lindley approximation and MCMC method are obtained. Asymptotic confidence intervals, Bootstrap confidence intervals and Bayesian credible intervals are obtained. Different point and interval estimators are compared using Monte Carlo simulation. A real data set is presented for illustrative purposes.
Keywords: Maximum Likelihood Estimator, Bayes Estimator, Asymptotic Confidence Interval, Type-II Progressively Hybrid Censoring
Full-Text [PDF 519 kb]   (2574 Downloads)    
Type of Study: Research | Subject: Statistical Inference
Received: 2013/01/22 | Accepted: 2015/06/22 | Published: 2015/06/22
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Asgharzadeh A, Azizpour M, Valiollahi R. Inference for the Half-Logistic Distribution under Progressively Type II Hybrid Censored Samples. JSS 2015; 9 (1) :15-41
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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 9, Issue 1 (9-2015) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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