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Traditional multivariate control charts consider the observations to be independent. In many industrial applications, however, a certain autocorrelation level can normally be observed. This can be due to the nature of the process itself (inertia in the process), or to the way in which the sample is obtained. In the latter case, the problem involved in the autocorrelation existence was treated by the...
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