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Sequential rank CUSUM charts for angular data

Authors :
Douglas M. Hawkins
F. Lombard
Cornelis J. Potgieter
Source :
Computational Statistics & Data Analysis. 105:268-279
Publication Year :
2017
Publisher :
Elsevier BV, 2017.

Abstract

A cumulative sum (CUSUM) control chart has desirable properties for checking whether a distribution has changed from an in-control to an out-of-control setting. Distribution-free CUSUMs based on sequential ranks to detect changes in the mean direction and dispersion of angular data are developed and some of their properties are illustrated by theoretical calculations and Monte Carlo simulation. Three applications to sequentially observed angular data from health science, industrial quality control and astrophysics are discussed.

Details

ISSN :
01679473
Volume :
105
Database :
OpenAIRE
Journal :
Computational Statistics & Data Analysis
Accession number :
edsair.doi...........15c1210d903166e568c0de3aa154060a
Full Text :
https://doi.org/10.1016/j.csda.2016.08.001