Authors: Pawlak, Miroslaw
Rafajlowicz, Ewaryst
Steland, Ansgar
Title: Non-Parametric Vertical Box Control Chart For Monitoring The Mean
Language (ISO): en
Abstract: A new class of non-parametric control charts for detecting the change in the process mean is examined. The method, called a Vertical Box Control Chart (V-Box Chart), offers a simple and quick detection of the mean change in an observed process. No parametric assumption on the distribution function of the process is required. Furthermore, the V-Box Chart outperforms the classical Shewhart control chart by lowering the probability of detection of the out-of-control situation with the zero delay. Theoretical bounds on in-control and out-of-control behaviors of the V-Box Chart are worked out. The developed theory is supported by simulation examples.
URI: http://hdl.handle.net/2003/5304
http://dx.doi.org/10.17877/DE290R-6725
Issue Date: 2004
Publisher: Universität Dortmund
Appears in Collections:Sonderforschungsbereich (SFB) 475

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