Risk Estimation on High Frequency Financial Data: Empirical Analysis of the Dax 30 2015 Edition Contributor(s): Jacob, Florian (Author) |
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ISBN: 3658093889 ISBN-13: 9783658093884 Publisher: Springer Spektrum
Binding Type: Paperback Published: April 2015 Click for more in this series: Bestmasters |
Additional Information |
BISAC Categories: - Mathematics | Probability & Statistics - General - Mathematics | Counting & Numeration - Mathematics | Mathematical Analysis |
Dewey: 515 |
Series: Bestmasters |
Physical Information: 0.2" H x 5.83" W x 8.27" L (0.27 lbs) 70 pages |
Descriptions, Reviews, Etc. |
Publisher Description: 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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