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Nonparametric Control Charts: An Overview and Some Results

Summary: [This abstract is based on the authors' abstract.] The literature on nonparametric or distribution-free control charts for univariate variables data is examined. The advantages of these charts have over more traditional distribution-based control charts are demonstrated. Constructive criticism of the literature opens pathways to future research.

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  • Topics: Statistical Process Control (SPC)
  • Keywords: Control charts,Exponentially weighted moving average control charts (EWMA),Cumulative sum control chart (CUSUM),Statistical process control (SPC)
  • Author: Chakraborti, S.; van der Laan, P.; Bakir, S.T.
  • Journal: Journal of Quality Technology