Modelling of precipitation extremes using parametric and nonparametric methods with automated threshold selection
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60162694%3AG42__%2F15%3A00531376" target="_blank" >RIV/60162694:G42__/15:00531376 - isvavai.cz</a>
Alternative codes found
RIV/00216305:26210/15:PU112734
Result on the web
<a href="http://vavtest.unob.cz/registr" target="_blank" >http://vavtest.unob.cz/registr</a>
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
Modelling of precipitation extremes using parametric and nonparametric methods with automated threshold selection
Original language description
When dealing with extreme values estimation, the threshold models are often used. However, a proper threshold selection is one of the problems which have to be solved. In this paper, we concentrate on this issue in order to compare an automated threshold selection based on multiple-threshold model with double bootstrap technique based on semiparametric estimation. Both estimation procedures are compared using simulations. A case study is carried out to evaluate estimations of intensity-duration-frequency curves which represent commonly used hydrological tool. A special attention is also paid to the assessment of an impact of the series length on the estimation quality.
Czech name
—
Czech description
—
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
—
Result continuities
Project
—
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Mathematics and Computers in Simulation
ISSN
1998-0159
e-ISSN
—
Volume of the periodical
9
Issue of the periodical within the volume
15
Country of publishing house
US - UNITED STATES
Number of pages
9
Pages from-to
94-102
UT code for WoS article
—
EID of the result in the Scopus database
—