Giovanna Capizzi, Guido Masarotto
In certain manufacturing processes, process parameters are unknown and Phase I samples cannot be collected to estimate control limits for monitoring. Two self-starting multivariate control charts based on a CUSCORE-type procedure are proposed for monitoring the unknown mean of a multivariate normal distribution. The proposed charts outperform other self-starting charts that overlook the dynamic pattern of the mean change.
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