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A semi–parametric approach in the estimation of the structural risk in environmental applications

PAPPADA' , ROBERTA
•
Perrone, Elisa
•
Durante, Fabrizio
•
Salvadori, Gianfausto
2015
  • conference object

Abstract
In environmental applications, the estimation of the structural risk is crucial. A statistical model for the behavior of the input variables is generally required, possibly accounting for different dependence structures among such variables. Copulas represent a suitable tool for dealing with natural extremes and non-linear dependencies. Two semi-parametric procedures for the approximation of, respectively, Extreme Value and Archimedean copulas, are proposed in order to provide a model for the estimation of the structural risk. The approximating techniques are evaluated by Monte Carlo tests, and illustrated via a case study concerning a preliminary rubble mound breakwater design.
Archivio
http://hdl.handle.net/11368/2846601
https://aisberg.unibg.it/handle/10446/48746#.XTFySPIzaUk
https://aisberg.unibg.it/retrieve/handle/10446/48746/57709/3278-6801-1-DR.pdf
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by-nc-sa/4.0/
FVG url
https://arts.units.it/bitstream/11368/2846601/2/A semiâ parametric approach in the estimation of the structural risk in environmental applications.pdf
Soggetti
  • Copula

  • Monte Carlo

  • Return Period

  • Structural risk

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