THE EFFECT OF ESTIMATION ERROR ON THE PERFORMANCE OF NON-PARAMETRIC CONTROL CHART BASED ON SIGN STATISTIC

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NOJAVAN MAJID; GHAFFARI NAFISEH; KARBASIAN MAHDI

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Journal: INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN) Year:2014 | Volume:24 | Issue:4 Page(s): 450-459

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Title

THE EFFECT OF ESTIMATION ERROR ON THE PERFORMANCE OF NON-PARAMETRIC CONTROL CHART BASED ON SIGN STATISTIC

Author(s)

NOJAVAN MAJID | GHAFFARI NAFISEH | KARBASIAN MAHDI | Issue Writer Certificate

Keywords

NON-PARAMETRIC CONTROL CHARTQ2

SIGN CONTROL CHARTQ2

ESTIMATION ERRORQ2

SAMPLE SIZEQ2

Abstract

In this paper, the effect of ESTIMATION ERROR on the performance of Sign NON-PARAMETRIC CONTROL CHART is considered. A simulation program has been prepared that calculate ARLs and cumulative distribution functions in sign chart for Normal, Uniform, Laplace and Cauchy processes. The simulations results show effects of ESTIMATION ERROR in heavy-tailed distributions is greater than light-tailed distributions. Also, the effect of SAMPLE SIZE on the ESTIMATION ERROR is considered. The results specify the heavy-tailed distributions need to more samples than light-tailed distributions. In this paper, the effect of ESTIMATION ERROR on the performance of Sign NON-PARAMETRIC CONTROL CHART is considered. A simulation program has been prepared that calculate ARLs and cumulative distribution functions in sign chart for Normal, Uniform, Laplace and Cauchy processes. The simulations results show effects of ESTIMATION ERROR in heavy-tailed distributions is greater than light-tailed distributions. Also, the effect of SAMPLE SIZE on the ESTIMATION ERROR is considered. The results specify the heavy-tailed distributions need to more samples than light-tailed distributions.

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APA: Copy

NOJAVAN, MAJID, GHAFFARI, NAFISEH, & KARBASIAN, MAHDI. (2014). THE EFFECT OF ESTIMATION ERROR ON THE PERFORMANCE OF NON-PARAMETRIC CONTROL CHART BASED ON SIGN STATISTIC. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), 24(4), 450-459. SID. https://sid.ir/paper/65724/en

Vancouver: Copy

NOJAVAN MAJID, GHAFFARI NAFISEH, KARBASIAN MAHDI. THE EFFECT OF ESTIMATION ERROR ON THE PERFORMANCE OF NON-PARAMETRIC CONTROL CHART BASED ON SIGN STATISTIC. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN)[Internet]. 2014;24(4):450-459. Available from: https://sid.ir/paper/65724/en

IEEE: Copy

MAJID NOJAVAN, NAFISEH GHAFFARI, and MAHDI KARBASIAN, “THE EFFECT OF ESTIMATION ERROR ON THE PERFORMANCE OF NON-PARAMETRIC CONTROL CHART BASED ON SIGN STATISTIC,” INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING AND PRODUCTION MANAGEMENT (IJIE) (INTERNATIONAL JOURNAL OF ENGINEERING SCIENCE) (PERSIAN), vol. 24, no. 4, pp. 450–459, 2014, [Online]. Available: https://sid.ir/paper/65724/en

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