Combining regional estimation and historical floods: A multivariate semiparametric peaks-over-threshold model with censored data

The estimation of extreme flood quantiles is challenging due to the relative scarcity of extreme data compared to typical target return periods. Several approaches have been developed over the years to face this challenge, including regional estimation and the use of historical flood data. This pape...

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Veröffentlicht in:	Water resources research 2015-12, Vol.51 (12), p.9646-9664
Hauptverfasser:	Sabourin, Anne, Renard, Benjamin
Format:	Artikel
Sprache:	eng
Schlagworte:	Catchments censored data Flood data flood return periods Floods Historic floods MCMC algorithms multivariate extremes Regression analysis semiparametric Bayesian inference Statistical models Studies
Online-Zugang:	Volltext
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