مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Information Seminar Paper

Title

ROBUST ESTIMATION OF PROCESS CAPABILITY INDICES

Pages

  -

Abstract

 THE INITIAL STEP IN STATISTICAL ANALYSIS IS PARAMETER ESTIMATION. IN UNIVARIATE ANALYSIS, THE PARAMETERS MEAN AND STANDARD DEVIATION MUST BE ESTIMATED WHEN THEY ARE UNKNOWN. WHEN OUTLIERS EXIST IN DATA, USE OF SAMPLE MEAN RESULTS IN WEEK ESTIMATION. SO, ESTIMATORS WHICH ARE ROBUST TO THE PRESENCE OF OUTLIERS SHOULD BE USED. IN THIS WORK ROBUST M-ESTIMATOR FOR ESTIMATING THOSE PARAMETERS ARE USED. THE PERFORMANCE OF THESE ROBUST ESTIMATORS IN PRESENCE OF OUTLIERS AND THEIR EFFECTS ON PROCESS CAPABILITY INDICES ARE STUDIED. THE RESULTS INDICATE THAT THE PROPOSED ROBUST CAPABILITY INDICES PERFORM MUCH BETTER THAN THE EXISTING PROCESS CAPABILITY INDICES.

Cites

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    • References

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    • Cite

    APA: Copy

    Khalilloo, Behrooz, SHAHRIARI, HAMID, & ROGHANIAN, EMAD. (2017). ROBUST ESTIMATION OF PROCESS CAPABILITY INDICES. INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. SID. https://sid.ir/paper/936661/en

    Vancouver: Copy

    Khalilloo Behrooz, SHAHRIARI HAMID, ROGHANIAN EMAD. ROBUST ESTIMATION OF PROCESS CAPABILITY INDICES. 2017. Available from: https://sid.ir/paper/936661/en

    IEEE: Copy

    Behrooz Khalilloo, HAMID SHAHRIARI, and EMAD ROGHANIAN, “ROBUST ESTIMATION OF PROCESS CAPABILITY INDICES,” presented at the INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING. 2017, [Online]. Available: https://sid.ir/paper/936661/en

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    • Related Plans

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