Cusum control for data following the von Mises distribution

被引:3
|
作者
Hawkins, Douglas M. [1 ]
Lombard, F. [2 ]
机构
[1] Univ Minnesota, Sch Stat, Minneapolis, MN 55455 USA
[2] North West Univ, Ctr Business Math & Informat, ZA-2520 Potchefstroom, South Africa
关键词
Average run length; control limits; cusum; von Mises distribution; wrapped Cauchy distribution; CHANGE-POINT PROBLEM;
D O I
10.1080/02664763.2016.1202217
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
The von Mises distribution is widely used for modeling angular data. When such data are seen in a quality control setting, there may be interest in checking whether the values are in statistical control or have gone out of control. A cumulative sum (cusum) control chart has desirable properties for checking whether the distribution has changed from an in-control to an out-of-control setting. This paper develops cusums for a change in the mean direction and concentration of angular data and illustrates some of their properties.
引用
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页码:1319 / 1332
页数:14
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