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==Rules for detecting signals== The most common sets are: *The [[Western Electric rules]] *The [[Donald J. Wheeler|Wheeler]] rules (equivalent to the Western Electric zone tests<ref>{{Cite book | last1 = Wheeler | first1 = Donald J. | last2 = Chambers | first2 = David S. | author-link = Donald J. Wheeler | date = 1992 | title = Understanding statistical process control | edition = 2 | location = [[Knoxville, Tennessee]] | publisher = SPC Press | isbn = 978-0-945320-13-5 | oclc = 27187772 | page = 96 | title-link = statistical process control }}</ref>) *The [[Nelson rules]] There has been particular controversy as to how long a run of observations, all on the same side of the centre line, should count as a signal, with 6, 7, 8 and 9 all being advocated by various writers. The most important principle for choosing a set of rules is that the choice be made before the data is inspected. Choosing rules once the data have been seen tends to increase the [[Type I error]] rate owing to [[testing hypotheses suggested by the data|testing effects suggested by the data]].
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