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SPC for short-run multivariate autocorrelated processes
Journal of Applied Statistics, 2011This paper discusses the development of a multivariate control charting technique for short-run autocorrelated data manufacturing environment. The proposed approach is a combination of the multivariate residual charts for autocorrelated data and the multivariate transformation technique for i.i.d. process observations of short lengths.
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An EWMA for Monitoring Stationary Autocorrelated Process
2009 International Conference on Computational Intelligence and Software Engineering, 2009When control charts are used to monitor a process, a standard assumption is that observations from the process at different times are independent random variables. However, the independence assumption is often not reasonable for processes of interest in many applications because the dynamics of the process product autocorrelation in the process ...
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Statistical Process Control for Autocorrelated Processes: A Case-Study
1997Statistical control charts are usually designed to monitor independently distributed observations, typically subject to a normal distribution. For many industrial processes the normal distribution may indeed provide an adequate description of data. When production is in discrete items, the assumption of independence may often be reasonable, whereas ...
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STATISTICAL PROCESS MONITORING FOR AUTOCORRELATED DATA
Advances in Statistics, Combinatorics and Related Areas, 2002openaire +1 more source
Modeling and process disturbance detection of autocorrelated data
Nonlinear Analysis: Theory, Methods & Applications, 2001English, John R., Alam, Jahangir
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On processes with hyperbolically decaying autocorrelations
Journal of Time Series Analysis, 2011openaire +1 more source
Control Charts for Autocorrelated Process Data
1997Ajit C. Tamhane, Edward C. Malthouse
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