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A criterion for environmental assessment using Birnbaum-Saunders attribute control charts

Articolo
Data di Pubblicazione:
2015
Abstract:
Assessing environmental risk is useful for preventing adverse effects on human health in highly polluted cities. We design a criterion for environmental monitoring based on an attribute control chart for the number of dangerous contaminant levels when the concentration to be monitored follows a Birnbaum-Saunders distribution. This distribution is being widely applied to environmental data. We provide a novel justification for its usage in environmental sciences. The control coefficient and the minimum inspection concentration for the designed criterion are determined to yield the specified in-control average run length, whereas the out-of-control case is obtained according to a shift in the target mean. A simulation study is conducted to evaluate the proposed criterion, which reports its performance to provide earlier alerts of out-of-control processes. An application with real-world environmental data is carried out to validate its coherence with what is reported by the health authority.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Average run length; Inspection point; Moment estimation; Monte Carlo simulation; Np control chart; R software
Elenco autori:
Ruggeri, Fabrizio
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/300606
Pubblicato in:
ENVIRONMETRICS (LOND. ONT.)
Journal
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URL

https://onlinelibrary.wiley.com/doi/abs/10.1002/env.2349
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