
doi: 10.1515/eqc.2009.231
handle: 1959.3/89032
Summary: The standard multivariate control chart usually employs fixed sample sizes at fixed sampling intervals (FSI) to monitor a process. In this study, a multivariate exponentially weighted moving average (MEWMA) chart with variable sampling intervals (VSI) is investigated. The MEWMA chart with VSI varies the sampling interval from the process as a function of the data from the process. The performance measure of the VSI MEWMA chart is obtained through a Markov chain approach and is compared with the corresponding standard FSI MEWMA chart in terms of average time to signal for different magnitudes of shifts in the process mean. It is shown that the VSI MEWMA chart is more efficient than the corresponding standard FSI MEWMA chart in detecting shifts in the process mean.
Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.), Multivariate analysis, Markov chains, average sampling interval, Applications of statistics in engineering and industry; control charts, average time to signal
Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.), Multivariate analysis, Markov chains, average sampling interval, Applications of statistics in engineering and industry; control charts, average time to signal
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