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Sequential rank CUSUM charts for angular data
- 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.
- Subjects :
- Statistics and Probability
021103 operations research
Rank (linear algebra)
Computer science
Applied Mathematics
Monte Carlo method
0211 other engineering and technologies
CUSUM
02 engineering and technology
01 natural sciences
010104 statistics & probability
Computational Mathematics
Distribution (mathematics)
Computational Theory and Mathematics
Health science
Statistics
Control chart
Statistical dispersion
0101 mathematics
Algorithm
Subjects
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