A double sampling multivariate T2 control chart with variable sample size and variable sampling interval

被引:15
|
作者
Katebi, Mehdi [1 ]
Moghadam, M. Bameni [1 ]
机构
[1] Allameh Tabatabai Univ, Dept Stat, Beheshty Ave,Ghasir St, Tehran, Iran
关键词
Double sampling; Variable sample size; Variable sampling interval; Adjusted average time to signal; Markov chain; (X)OVER-BAR; DESIGN; NONNORMALITY;
D O I
10.1080/03610918.2020.1716246
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
This paper presents an adaptive T-2 control chart for monitoring shifts in the mean vector of a multivariate normally distributed process. This chart which combines the double sampling, variable sample size and variable sampling interval features, called the DSVSSI T-2 chart and uses three different sample sizes, two different sampling intervals, two warning limits and two different control limits. A Markov chain approach is employed to compute the statistical performance measures. The proposed chart is compared with the existing standard T-2 and other adaptive multivariate T-2 charts. In all cases, the DSVSSI T-2 chart is quicker at detecting small to moderate shifts in the mean vector. An example is provided to illustrate the construction and implementation of the DSVSSI T-2 chart. Finally, some concluding remarks are given.
引用
收藏
页码:3578 / 3595
页数:18
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