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Forecasting Volatility of Energy Commodities: Comparison of GARCH Models with Support Vector Regression

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61384399%3A31110%2F21%3A00056025" target="_blank" >RIV/61384399:31110/21:00056025 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.mdpi.com/1996-1073/14/1/6" target="_blank" >https://www.mdpi.com/1996-1073/14/1/6</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.3390/en14010006" target="_blank" >10.3390/en14010006</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Forecasting Volatility of Energy Commodities: Comparison of GARCH Models with Support Vector Regression

  • Original language description

    Main topics of the document: energy commodities; futures contracts; volatility; forecasting; GARCH models; support vector regression; machine learning

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    50206 - Finance

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2021

  • Confidentiality

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

Data specific for result type

  • Name of the periodical

    Energies

  • ISSN

    1996-1073

  • e-ISSN

    1996-1073

  • Volume of the periodical

    14

  • Issue of the periodical within the volume

    1

  • Country of publishing house

    CH - SWITZERLAND

  • Number of pages

    18

  • Pages from-to

    "nestrankovano"

  • UT code for WoS article

    000605907300001

  • EID of the result in the Scopus database

    2-s2.0-85101391092