A New Procedure to Monitor the Mean of a Quality Characteristic

M. Kiani, J. Panaretos, S. Psarakis
2008 Communications in statistics. Simulation and computation  
The Shewhart, Bonferroni-adjustment and analysis of means (ANOM) control chart are typically applied to monitor the mean of a quality characteristic. The Shewhart and Bonferroni procedure are utilized to recognize special causes in production process, where the control limits are constructed by assuming normal distribution for known parameters (mean and standard deviation), and approximately normal distribution regarding to unknown parameters. The ANOM method is an alternative to the analysis
more » ... variance method. It can be used to establish the mean control charts by applying equicorrelated multivariate non-central t distribution. In this paper, we establish new control charts, in phases I and II monitoring, based on normal and t distributions having as a cause a known (or unknown) parameter (standard deviation). Our proposed methods are at least as effective as the classical Shewhart methods and have some advantages. Mathematics Subject Classification: 62P30, 62E15
doi:10.1080/03610910802296588 fatcat:rimt7hje7bbsfdh7eepr6h6wua