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We consider the construction of Shewhart and cumulative sum (CUSUM) charts for a normal process when the in‐control mean and standard deviation must be estimated from a reference sample. Unless the reference sample size is extremely large, substituting the unknown mean and standard deviation with the sample estimates from the reference sample will introduce alarming variability in the conditional...
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