A Multivariate Control Chart for Expected Changes over Time

Neil C. Schwertman; Thomas P. Ryan; Robiah Adnan

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A Multivariate Control Chart for Expected Changes over Time

机译：预期随时间变化的多变量控制图

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摘要

A new procedure is proposed that merges the methodologies of regression control charts and multivariate control charts. The simulation of this procedure shows that this new control chart can be very effective in detecting even modestly larger than expected changes in several monitored variables which are subject to some naturally occurring changes over time.

机译：提出了一种新的程序，将回归控制图和多变量控制图的方法合并在一起。该过程的模拟表明，这种新的控制图可以非常有效地检测几个监测变量中甚至略大于预期的变化，这些变量会随着时间的推移而发生一些自然变化。

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来源
《Quality Engineering》 |2003年第2期|275-280|共6页
作者
Neil C. Schwertman; Thomas P. Ryan; Robiah Adnan;
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作者单位

Department of Mathematics and Statistics, California State University—Chico, Chico, CA 95929-0525;

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原文格式 PDF
正文语种英语
中图分类计量学;
关键词
Least-squares regression; Hotelling's T~(2); Control charts; Multivariate;

机译：最小二乘回归;Hotelling's T~（2）;控制图;多元;

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2. Computation of Average Run Length for Residual-Based T2 Control Chart for Multivariate Autocorrelated Processes [J] . ZHANG Chi, HE Zhen, ZHANG Yang 天津大学学报（英文版） . 2012,第4期
3. Monitoring multistage multivariate therapeutic processes using risk‐adjusted model‐based group multivariate EWMA control chart [J] . Mohammad Rasouli, Rassoul Noorossana, Yaser Samimi Quality and reliability engineering international . 2022,第5期

机译：Monitoring multistage multivariate therapeutic processes using risk‐adjusted model‐based group multivariate EWMA control chart
4. A robust meta-method for interpreting the out-of-control signal of multivariate control charts using artificial neural networks [J] . Bersimis Sotiris, Sgora Aggeliki, Psarakis Stelios Quality and reliability engineering international . 2022,第1期

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5. An integral equation for the in-control average run length of a multivariate exponentially weighted moving average control chart [J] . Steven E. Rigdon journal of statistical computation and simulation . 1995,第4期

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6. 综合控制策略在大滞后时变非线性生产过程中的应用（The synthetical control strategy for the object with the time-delay and time-varying nonlinear property） [C] . Chinese Control Conference vol.2; 20040810-13; Wuxi(CN) . 2004

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7. A comparison of conventional PI-Control, PI-Control with decoupling, and dynamic matrix control. [D] . Unterbrink, Byron Bernard. 1998

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8. Marker Selection in Multivariate Genomic Prediction Improves Accuracy of Low Heritability Traits [O] . Jaroslav Klápště, Heidi S. Dungey, Emily J. Telfer, 2020

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9. Dynamic staged trees for discrete multivariate time series: forecasting, model selection and causal analysis [O] . Freeman G, Smith JQ 2011

机译：Dynamic staged trees for discrete multivariate time series: forecasting, model selection and causal analysis
10. CHART++, a Chart Parser Program, Version 1.0. [R] . Alander, J. T., Byckling, E. 1992

机译：CHaRT ++，一个Chart parser program，Version 1.0。

A Multivariate Control Chart for Expected Changes over Time

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