Risk Estimation On High Frequency Financial Data

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    Risk Estimation on High Frequency Financial Data
    Empirical Analysis of the DAX 30
    By: Florian Jacob
    Publisher:
    Springer Spektrum
    Print ISBN: 9783658093884, 3658093889
    eText ISBN: 9783658093891, 3658093897
    Copyright year: 2015
    Format: PDF
    Available from $ 79.99 USD
    SKU 9783658093891
    By studying the ability of the Normal Tempered Stable (NTS) model to fit the statistical features of intraday data at a 5 min sampling frequency, Florian Jacobs extends the research on high frequency data as well as the appliance of tempered stable models. He examines the DAX30 returns using ARMA-GARCH NTS, ARMA-GARCH MNTS (Multivariate Normal Tempered Stable) and ARMA-FIGARCH (Fractionally Integrated GARCH) NTS. The models will be benchmarked through their goodness of fit and their VaR and AVaR, as well as in an historical Backtesting.
     

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