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Application of Fuzzy Garch model for forecasting low-frequency financial data

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27510%2F02%3A00002388" target="_blank" >RIV/61989100:27510/02:00002388 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Application of Fuzzy Garch model for forecasting low-frequency financial data

  • Original language description

    The paper describes the approach to modelling volatility by combination of GARCH methodology and fuzzy regression approach for low-frequency financial data. The methodology is applied on exchange rates of the Czech economy, CZK/EUR. GARCH (1,1) model isdescribed and fuzzy regression with triangular fuzzy numbers is used. Illustrative example is presented.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    AH - Economics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA402%2F02%2F1046" target="_blank" >GA402/02/1046: Application of the Fuzzy-Stochastic Approaches in Financial Decision-making</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2002

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Eunite 2002, European Symphosium on Intelligent Technologies, Hybrid Systems and their Implementation on Smart Adaptive Systems, Alfuberia

  • ISBN

    3-89653-919-1

  • ISSN

  • e-ISSN

  • Number of pages

    5

  • Pages from-to

    358-362

  • Publisher name

    Verlag Mainz, Wissenschaftsverlag

  • Place of publication

    Aachen

  • Event location

    Alfuberia, Portugal

  • Event date

    Sep 19, 2002

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article