The moving-range chart and autocorrelated processes

Darrcll Radson

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

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Advanced Statistical Process Monitoring Probability and Statistical Research Fault Detection and Control Systems

Abstract

This paper investigates the behavior of the moving-range statistic and the performance of the standard moving-range chart in the presence of autocorrelation. The distributional properties and time-series properties of the moving-range statistic are presented. The average run length (ARL) properties of the standard moving-range chart in the presence of autocorrelation and a new proposed chart are presented.

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References

1988Time-Series Modeling for Statistical Process Control 1991Some Statistical Process Control Methods for Autocorrelated Data 1994Run-Length Distributions of Special-Cause Control Charts for Correlated Processes 1978Modification of Control Chart Limits in the Presence of Data Correlation 1991Statistical Process Control 1992Effects of autocorrelation on control chart performance 1992Control Charts in the Presence of Data Correlation 1993Statistical Process Control: Theory and Practice

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