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2016, 2(2): 81-96 Back to browse issues page
Monte Carlo Comparison of Approximate Tolerance Intervals for the Poisson Distribution
M Naghizadeh ghomi, A Noroozi Firoze
Abstract:   (2435 Views)

The problem of finding  tolerance intervals receives very much attention of researchers and are widely used in various statistical fields, including biometry, economics, reliability analysis and quality control. Tolerance interval is a random interval  that covers a specified  proportion of the population with a specified confidence level. In this paper, we compare approximate tolerance intervals for the Poisson random variable. Approximate tolerance intervals are constructed based on approximate confidence intervals for the parameter of the Poisson distribution such as Wald interval, Wald interval with continuity correction, score interval, variance stabilizing interval, recentered variance stabilizing interval and Freeman and Tukey interval. Coverage probabilities and expected widths of the proposed tolerance intervals are evaluated by a simulation. Proposed tolerance intervals are used by using an application example.

Keywords: Poisson distribution, Confidence interval, Tolerance interval
Full-Text [PDF 360 kb]   (1322 Downloads)    
Type of Study: S | Subject: alg
Received: 2017/01/16 | Revised: 2017/09/13 | Accepted: 2017/01/16 | Published: 2017/01/16 | ePublished: 2017/01/16
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Naghizadeh ghomi M, Noroozi Firoze A. Monte Carlo Comparison of Approximate Tolerance Intervals for the Poisson Distribution . Journal title 2016; 2 (2) :81-96
URL: http://mmr.khu.ac.ir/article-1-2587-en.html


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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 2, Issue 2 (4-2016) Back to browse issues page
پژوهش‌های ریاضی Mathematical Researches
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