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Bootstrap Control Charts

Summary: [This abstract is based on the author's abstract.]

The bootstrap methodology is used to set up the "X" chart and R (or s) chart for SPC. The algorithm proposed permits the QA engineer to have greater control of the design of control charts by direct manipulation of Type I errors. As a result, detecting power of the control charts is increased while the Type I error is maintained at a user-specified level. The algorithm has been use in a computer program and can be applied to any process with arbitrary probability distribution and sample size.

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  • Topics: Software Quality, Statistical Process Control (SPC), Sampling
  • Keywords: Bootstrap methods,Control charts,Type I error,Software,Statistical process control (SPC),Sampling
  • Author: Wu, Zhang; Wang, QiNan
  • Journal: Quality Engineering