Cusum control for data following the von Mises distribution

Douglas M. Hawkins and F. Lombard

Journal of Applied Statistics, 2017, vol. 44, issue 8, 1319-1332

Abstract: 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.

Date: 2017
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DOI: 10.1080/02664763.2016.1202217

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