A two-sided SPRT control chart for process mean

被引:2
|
作者
Mahadik, Shashibhushan B. [1 ]
Godase, Dadasaheb G. [2 ]
机构
[1] Shivaji Univ, Dept Stat, Kolhapur, India
[2] New Coll, Dept Stat, Kolhapur, India
关键词
Parametric control chart; statistical process control; sequential probability ratio test; Markov chain;
D O I
10.1080/00949655.2023.2296928
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A two-sided sequential probability ratio test (SPRT) control chart for monitoring the mean of a normal process is proposed in this paper. Its mechanism is based on the SPRT for the mean of a normal distribution that is extended for a two-sided alternative. The exact statistical performance measures of this chart are obtained using a Markov chain approach. An approach to design the chart such that it has a specified in-control performance and the optimal out-of-control performance for detecting a mean shift of a particular size is provided. The statistical performance of this chart is numerically compared with that of various competing charts in the existing literature. It is found that the proposed chart outperforms all these charts for detecting a mean shift of any size. An example to illustrate the mechanism of the chart is provided.
引用
收藏
页码:1645 / 1657
页数:13
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