• DocumentCode
    3256894
  • Title

    Modeling risk of low latency trading strategies

  • Author

    Balasanov, Yuri ; Doynikov, Alexander ; Korolev, Victor ; Nazarov, Leonid

  • Author_Institution
    Stevanovich Center for Financial Math., Univ. of Chicago, Chicago, IL, USA
  • fYear
    2013
  • fDate
    3-5 Dec. 2013
  • Firstpage
    1136
  • Lastpage
    1136
  • Abstract
    We consider trading strategy, which generates dynamic portfolio changing with low latency in response to changing market. Traditional approach to calculation of risk measures, like VaR or expected shortfall, does not apply in this case. We model loss as Cox process and use limit theorems for Cox processes to derive approximation for distribution of maximum loss when intensity of changes is high. In conclusion we discuss practical applications of the approach.
  • Keywords
    approximation theory; investment; regression analysis; Cox process; dynamic portfolio; limit theorems; low latency trading strategies; risk measures; Educational institutions; Loss measurement; Portfolios; Random variables; Reactive power; Risk management; Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Global Conference on Signal and Information Processing (GlobalSIP), 2013 IEEE
  • Conference_Location
    Austin, TX
  • Type

    conf

  • DOI
    10.1109/GlobalSIP.2013.6737099
  • Filename
    6737099