Risk Estimation on High Frequency Financial Data

Empirical Analysis of the DAX 30

Paperback Engels 2015 9783658093884
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Samenvatting

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.

Specificaties

ISBN13:9783658093884
Taal:Engels
Bindwijze:paperback
Aantal pagina's:84
Uitgever:Springer Fachmedien Wiesbaden

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Inhoudsopgave

Multivariate Standard Normal Tempered Stable Distribution.- FIGARCH.- High Frequency Data and Risk Management.

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€ 60,99
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        Risk Estimation on High Frequency Financial Data