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Application of the threshold method to air quality data
Authors:G. R. Dargahi-Noubary
Affiliation:(1) Department of Technomathematics, University of Kaiserslautern, West Germany;(2) Present address: Division of Statistics, Department of Mathematical Sciences, Northern Illinois University, 60115 Dekalb, IL, U.S.A.
Abstract:A new threshold method is explained in a manner suitable for workers in the general scientific area. Its application to the prediction of extreme pollutant concentrations is described and the results are compared with those of a conventional procedure, using a set of published data. A discussion concerning the difficulties of the presently used statistical technique is also included.
Keywords:Extremes  excesses  threshold  generalized Pareto distribution  air pollution
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