Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina
Engineers are aware of the uncertainties associated with the probability distributions of natural phenomena or those involving human beings. Even if one knows the parent distribution, in a hypothetical case, its functional representation remains a problem. One can select an appropriate probability m...
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Society for Materials and Structures testing of Serbia
2014-01-01
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Online Access: | https://scindeks-clanci.ceon.rs/data/pdf/2217-8139/2014/0543-07981404021K.pdf |
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doaj-26b961355064439e86ef137973c36d032021-03-23T22:00:46ZengSociety for Materials and Structures testing of SerbiaGrađevinski Materijali i Konstrukcije2217-81392335-02292014-01-01574212910.5937/grmk1404021K0543-07981404021KStatistical modelling of extreme values: Application to calculate extreme flow at river RasinaKovačević Miljan0https://orcid.org/0000-0003-0740-2136Marković Ljubo1Babić Lidija2Univerzitet u Prištini, Fakultet tehničkih nauka, Kosovska Mitrovica, SerbiaUniverzitet u Prištini, Fakultet tehničkih nauka, Kosovska Mitrovica, SerbiaUniverzitet u Prištini, Fakultet tehničkih nauka, Kosovska Mitrovica, SerbiaEngineers are aware of the uncertainties associated with the probability distributions of natural phenomena or those involving human beings. Even if one knows the parent distribution, in a hypothetical case, its functional representation remains a problem. One can select an appropriate probability model in a practical situation, considering the data available, to describe the phenomenon of interest, and then estimate the parameters and assess the risks involved. The data of 27 annual maximum streamflows at river Rasina in south central Serbia from 1966 to 2008 were analyzed and modeled. Three extreme value models for the data were considered and compared. Subsequently, the required design value with a given return period of exceedance was obtained.https://scindeks-clanci.ceon.rs/data/pdf/2217-8139/2014/0543-07981404021K.pdfanderson-darling testdesign valuefrechet distributiongeneral extreme value distributiongoodness-of-fitgumbel distributionkolmogorov-smirnov testreturn period |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kovačević Miljan Marković Ljubo Babić Lidija |
spellingShingle |
Kovačević Miljan Marković Ljubo Babić Lidija Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina Građevinski Materijali i Konstrukcije anderson-darling test design value frechet distribution general extreme value distribution goodness-of-fit gumbel distribution kolmogorov-smirnov test return period |
author_facet |
Kovačević Miljan Marković Ljubo Babić Lidija |
author_sort |
Kovačević Miljan |
title |
Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina |
title_short |
Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina |
title_full |
Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina |
title_fullStr |
Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina |
title_full_unstemmed |
Statistical modelling of extreme values: Application to calculate extreme flow at river Rasina |
title_sort |
statistical modelling of extreme values: application to calculate extreme flow at river rasina |
publisher |
Society for Materials and Structures testing of Serbia |
series |
Građevinski Materijali i Konstrukcije |
issn |
2217-8139 2335-0229 |
publishDate |
2014-01-01 |
description |
Engineers are aware of the uncertainties associated with the probability distributions of natural phenomena or those involving human beings. Even if one knows the parent distribution, in a hypothetical case, its functional representation remains a problem. One can select an appropriate probability model in a practical situation, considering the data available, to describe the phenomenon of interest, and then estimate the parameters and assess the risks involved. The data of 27 annual maximum streamflows at river Rasina in south central Serbia from 1966 to 2008 were analyzed and modeled. Three extreme value models for the data were considered and compared. Subsequently, the required design value with a given return period of exceedance was obtained. |
topic |
anderson-darling test design value frechet distribution general extreme value distribution goodness-of-fit gumbel distribution kolmogorov-smirnov test return period |
url |
https://scindeks-clanci.ceon.rs/data/pdf/2217-8139/2014/0543-07981404021K.pdf |
work_keys_str_mv |
AT kovacevicmiljan statisticalmodellingofextremevaluesapplicationtocalculateextremeflowatriverrasina AT markovicljubo statisticalmodellingofextremevaluesapplicationtocalculateextremeflowatriverrasina AT babiclidija statisticalmodellingofextremevaluesapplicationtocalculateextremeflowatriverrasina |
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1724205590385786880 |