Article2002

ON THE EVALUATION OF CONTROL CHART LIMITS BASED ON PREDICTIVE DISTRIBUTIONS

64 citations0/0 files storedCommunication in Statistics- Theory and Methods

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Advanced Statistical Process Monitoring Statistical Distribution Estimation and Applications Fault Detection and Control Systems

Abstract

We propose a Bayesian approach to obtaining control charts when there is parameter uncertainty. Our approach consists of two stages, (i) construction of the control chart where we use a predictive distribution based on a Bayesian approach to derive the rejection region, and (ii) evaluation of the control chart where we use a sampling theory approach to examine the performance of the control chart under various hypothetical specifications for the data generation model.

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1999Research Issues and Ideas in Statistical Process Control 1993The Effect of Sample Size on Estimated Limits forXandXControl Charts 1981Shewhart x-charts with estimated process variance 1993An Application to Bayesian Methods in SPC

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