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Simulation-Based Comparative Analysis of Nonparametric Control Charts with Runs-Type Rules

In: Quality Control - Intelligent Manufacturing, Robust Design and Charts

Author

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  • Ioannis S. Triantafyllou

Abstract

In this chapter, we study well-known distribution-free Shewhart-type monitoring schemes based on order statistics. In order to empower the in- and out-of-control performance of the control charts being under consideration, several runs-type rules are enhanced. The simulation-based experimentation carried out reveals that the proposed schemes achieve remarkable efficiency for detecting possible shifts in the distribution of the underlying process.

Suggested Citation

  • Ioannis S. Triantafyllou, 2021. "Simulation-Based Comparative Analysis of Nonparametric Control Charts with Runs-Type Rules," Chapters, in: Pengzhong Li & Paulo Pereira & Helena V. G. Navas (ed.), Quality Control - Intelligent Manufacturing, Robust Design and Charts, IntechOpen.
    • Handle: RePEc:ito:pchaps:209581
    DOI: 10.5772/intechopen.91040
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    More about this item

    Keywords

    distribution-free monitoring schemes; average run length; false alarm rate; Lehmann alternatives; statistical process control; order statistics;
    All these keywords.

    JEL classification:

    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality

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