A TECHNIQUE TO MEASURE TRENDS IN THE FREQUENCY OF DISCRETE RANDOM EVENTS

Authors
Citation
Bd. Keim et Jf. Cruise, A TECHNIQUE TO MEASURE TRENDS IN THE FREQUENCY OF DISCRETE RANDOM EVENTS, Journal of climate, 11(5), 1998, pp. 848-855
Citations number
41
Categorie Soggetti
Metereology & Atmospheric Sciences
Journal title
ISSN journal
08948755
Volume
11
Issue
5
Year of publication
1998
Pages
848 - 855
Database
ISI
SICI code
0894-8755(1998)11:5<848:ATTMTI>2.0.ZU;2-3
Abstract
Time series of extreme meteorological and hydrological events frequent ly present problems with the use of traditional parametric statistical techniques. These difficulties arise from the frequent use of count d ata, the presence of zero values, data with nonnormal distributions, a nd/or truncated data. This paper presents a parametric method to evalu ate temporal trends in extreme events that overcomes these problems. T he technique includes the testing of the arrival structure of extreme event data for the Poisson distribution, then prepares and tests time series of interarrival times for trend analysis through linear regress ion. Nor'easters along the east coast of the United States and heavy r ainfall events at Covington, Louisiana, are examined.