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.
Similar content being viewed by others
References
Cox, D. R. and Lewis, P. A. W.: 1966, The Statistical Analysis of Series of Events, Chapman and Hall, London.
Davidson, A.: 1984, Modelling excesses over high thresholds, with an application, in J. Tiago de Oliveria (ed.), Statistical Extremes and Application, D. Reidel, Dordrecht, pp. 461–482.
DuMouchel, W.: 1983, Estimating the stable index α in order to measure tail thickness, Ann. Statist. 11, 1019–1036.
Gumbel, E. J.: 1958, Statistics of Extremes, Columbia University Press, New York.
Hall, P.: 1982, On estimating the endpoint of a distribution, Ann. Statist. 10, 556–568.
Hill, B. M.: 1975, A simple general approach to inference about the tail of a distribution, Ann. Statist. 3, 1163–1174.
Pickands, J.: 1975, Statistical inference using extreme order statistics, Ann. Statist. 3, 119–31.
Roberts, F. M.: 1979a, Review of statistics of extreme values with applications to air quality data, Part I. Review, J. Air. Pollut. Control. Assoc. 29, 632–637.
Roberts, F. M.: 1979b, Review of statistics of extreme values with applications to air quality data, Part II. Applications, J. Air Pollut. Control. Assoc. 29, 733–740.
Surman, P. G., Bodero, J. and Simpson, R. W.: 1986, Application of extreme value theory to air quality data, Pacific Statistical Congress, North-Holland, Amsterdam, pp. 299–302.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Dargahi-Noubary, G.R. Application of the threshold method to air quality data. Nat Hazards 1, 227–233 (1988). https://doi.org/10.1007/BF00137228
Received:
Revised:
Issue Date:
DOI: https://doi.org/10.1007/BF00137228