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Automated threshold selection for parametric and non-parametric estimates of intensity-duration-frequency curves

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F14%3APU111481" target="_blank" >RIV/00216305:26210/14:PU111481 - isvavai.cz</a>

  • Alternative codes found

    RIV/60162694:G42__/14:00525871

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Automated threshold selection for parametric and non-parametric estimates of intensity-duration-frequency curves

  • 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 thresholdselection based on multiple-threshold model with double bootstrap technique based on semi-parametric estimation. 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

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Mathematical Methods in Science and Engineering

  • ISBN

    978-1-61804-256-9

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    114-118

  • Publisher name

    Neuveden

  • Place of publication

    Athens

  • Event location

    Atény

  • Event date

    Nov 28, 2014

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article