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Regional flood quantile estimation for a Weibull Model
Author(s) -
Boes Duane C.,
Heo JunHaeng,
Salas Jose D.
Publication year - 1989
Publication title -
water resources research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.863
H-Index - 217
eISSN - 1944-7973
pISSN - 0043-1397
DOI - 10.1029/wr025i005p00979
Subject(s) - quantile , weibull distribution , estimator , statistics , flood myth , estimation , mathematics , variance (accounting) , independence (probability theory) , econometrics , geography , engineering , economics , accounting , archaeology , systems engineering
Estimation of annual flood quantiles at a given site, based on a regional Weibull model with independence in space and time, is considered. A common shape parameter over sites, motivated by an index flood assumption, was assumed. An exact simple formula for the Cramer‐Rao lower bound for the variance of unbiased estimators of the quantile is obtained, and the gain of regional flood frequency analysis over single‐site analysis can be quantified via this formula. The estimation techniques of the method of moments, the method of probability‐weighted moments, and the method of maximum likelihood are compared.