Risk Estimation on High Frequency Financial Data: Empirical Analysis of the Dax 30

Jacob, Florian

  • 出版商: Springer
  • 出版日期: 2015-04-07
  • 售價: $2,340
  • 貴賓價: 9.5$2,223
  • 語言: 英文
  • 頁數: 70
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3658093889
  • ISBN-13: 9783658093884
  • 相關分類: Fintech
  • 海外代購書籍(需單獨結帳)

商品描述

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.

作者簡介

Florian Jacob obtained his Master's Degree in Business Engineering from the Karlsruhe Institute of Technology focusing on the application of tempered stable distributions on financial data and financial engineering.

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