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Control charts based on order-restricted tests

Author

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  • Arteaga, Carmen
  • Ledolter, Johannes

Abstract

Control charts are used to monitor process characteristics and to detect changes in process levels. In many situations the deterioration of a process results in process levels that drift monotonically over time. In this paper we use two well-known order-restricted tests to construct new control charts. Simulations are used to compare the new control charts to the exponentially weighted moving average chart. The comparisons show that the performance of the new control charts is similar to that of the EWMA chart.

Suggested Citation

  • Arteaga, Carmen & Ledolter, Johannes, 1997. "Control charts based on order-restricted tests," Statistics & Probability Letters, Elsevier, vol. 32(1), pages 1-10, February.
    • Handle: RePEc:eee:stapro:v:32:y:1997:i:1:p:1-10
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    References listed on IDEAS

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    1. Gordon Bril & Richard Dykstra & Carolyn Pillers & Tim Robertson, 1984. "Isotonic Regression in Two Independent Variables," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 33(3), pages 352-357, November.
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    Cited by:

    1. Marianne Frisén, 2003. "Statistical Surveillance. Optimality and Methods," International Statistical Review, International Statistical Institute, vol. 71(2), pages 403-434, August.
    2. Frisén, Marianne, 2008. "Introduction to financial surveillance," Research Reports 2008:1, University of Gothenburg, Statistical Research Unit, School of Business, Economics and Law.
    3. E. Andersson, 2002. "Monitoring cyclical processes. A non-parametric approach," Journal of Applied Statistics, Taylor & Francis Journals, vol. 29(7), pages 973-990.

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