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:: Volume 9, Issue 2 (2-2016) ::
JSS 2016, 9(2): 169-188 Back to browse issues page
Confidence Intervals for The Ratio and Difference of Two C_pmk Indices Based on Asymptotic and Parametric Bootstrap Approaches
Sana Eftekhar , Ehsan Kharati-Koopaei * , Soltan Mohammad Sadooghi-Alvandi
Abstract:   (10047 Views)
Process capability indices are widely used in various industries as a statistical measure to assess how well a process meets a predetermined level of production tolerance. In this paper, we propose new confidence intervals for the ratio and difference of two Cpmk indices, based on the asymptotic and parametric bootstrap approaches. We compare the performance of our proposed methods with generalized confidence intervals in term of coverage probability and average length via a simulation study. Our simulation results show the merits of our proposed methods.
Keywords: Confidence Interval, Process Capability Index, Asymptotic Distribution, Parametric Bootstrap, Generalized Confidence Interval
Full-Text [PDF 497 kb]   (2125 Downloads)    
Type of Study: Applied | Subject: Statistical Inference
Received: 2014/09/22 | Accepted: 2015/07/12 | Published: 2015/07/12
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Eftekhar S, Kharati-Koopaei E, Sadooghi-Alvandi S M. Confidence Intervals for The Ratio and Difference of Two C_pmk Indices Based on Asymptotic and Parametric Bootstrap Approaches. JSS 2016; 9 (2) :169-188
URL: http://jss.irstat.ir/article-1-325-en.html


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Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 9, Issue 2 (2-2016) Back to browse issues page
مجله علوم آماری – نشریه علمی پژوهشی انجمن آمار ایران Journal of Statistical Sciences

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