Methods and evaluations for surveillance in industry, business, finance, and public health
Abstract: An overview on surveillance in different areas is given.
Even though methods have been developed under different scientific
cultures, the statistical concepts can be the same. When the statistical
problems are the same, progress in one area can be used also in other
areas. The aim of surveillance is to detect an important change in an
underlying process as soon as possible after the change has occurred. In
practice, we have complexities such as gradual changes and multivariate
settings. Approaches to handling some of these complexities are discussed.
The correspondence between the measures for evaluation and the aims of the
ap-plication is important. Thus, the choice of evaluation measure deserves
attention. The com-monly used ARL criterion should be used with care.
Keywords: expected delay; gradual change; likelihood ratio; monitoring; multivariate surveillance; (follow links to similar papers)
JEL-Codes: C10; (follow links to similar papers)
18 pages, February 10, 2011
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- This paper is published as:
Frisén, Marianne, (2011), 'Methods and evaluations for surveillance in industry, business, finance, and public health', Quality and Reliability Engineering International, pages 611-621
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