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On the performance of modified EWMA charts using resampling schemes

Author

Listed:
  • Nasrullah Khan
  • Talat Yasmin
  • Muhammad Aslam
  • Chi-Hyuck Jun

Abstract

Two popular sampling schemes have been used to design control charts by means of a modified exponentially weighted moving average (EWMA) statistic. The structures of the proposed charts, using repetitive group sampling and multiple dependent state sampling, have been presented. The values of average run length have been determined by some specified control chart parameters. The performance of the proposed chart was illustrated via a simulation study. The efficiency of the proposed chart has been compared with the existing one. A practical example based on real data was also given to explain the application of the proposed chart in industry.

Suggested Citation

  • Nasrullah Khan & Talat Yasmin & Muhammad Aslam & Chi-Hyuck Jun, 2018. "On the performance of modified EWMA charts using resampling schemes," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 28(3), pages 29-43.
    • Handle: RePEc:wut:journl:v:3:y:2018:p:29-43:id:1321
    DOI: 10.5277/ord180303
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    References listed on IDEAS

    as
    1. S. Balamurali & M. Kalyanasundaram, 1999. "Determination of conditional double sampling scheme," Journal of Applied Statistics, Taylor & Francis Journals, vol. 26(8), pages 893-902.
    2. Muhammad Aslam & G. Srinivasa Rao & Liaquat Ahmad & Chi-Hyuck Jun, 2017. "A control chart for multivariate Poisson distribution using repetitive sampling," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(1), pages 123-136, January.
    3. S. Balamurali & Chi-hyuck Jun, 2006. "Repetitive group sampling procedure for variables inspection," Journal of Applied Statistics, Taylor & Francis Journals, vol. 33(3), pages 327-338.
    4. Muhammad Aslam & Nasrullah Khan & Chi-Hyuck Jun, 2015. "A new S -super-2 control chart using repetitive sampling," Journal of Applied Statistics, Taylor & Francis Journals, vol. 42(11), pages 2485-2496, November.
    5. Muhammad Azam & Muhammad Aslam & Chi-Hyuck Jun, 2017. "An EWMA control chart for the exponential distribution using repetitive sampling plan," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 27(2), pages 5-19.
    6. Balamurali, S. & Jun, Chi-Hyuck, 2007. "Multiple dependent state sampling plans for lot acceptance based on measurement data," European Journal of Operational Research, Elsevier, vol. 180(3), pages 1221-1230, August.
    Full references (including those not matched with items on IDEAS)

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