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The behavior of ewma-type quality control schemes in the case of mixture alternatives: The case of mixture alternatives
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The behavior of ewma-type quality control schemes in the case of mixture alternatives: The case of mixture alternatives

Raid W. Amin and Hans Wolff
Sequential analysis, Vol.14(2), pp.157-177
01/01/1995

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Abstract

This paper evaluates the average run length properties of some EWMA—type control procedures for monitoring the mean and/or variance of a process. We introduce an EWMA scheme for the extreme value of a sample (EXTV—EWMA). A comparison is made between the standard EWMA for individual (standardized) observations Z, the omnibus EWMA for , and the EXTV—EWMA for max when the underlying distribution of the data is not normal, but is a mixture of normal distributions. A Markov chain approach is utilized to approximate the average run lengths of these control schemes.

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