Forecasting high-frequency volatility shocks an analytical real-time monitoring system /

This thesis presents a new strategy that unites qualitative and quantitative mass data in form of text news and tick-by-tick asset prices to forecast the risk of upcoming volatility shocks. Holger K©œmm embeds the proposed strategy in a monitoring system, using first, a sequence of competing estimat...

Full description

Main Author: K箭m, Holger,
Other Authors: SpringerLink (Online service)
Format: eBook
Language: English
Published: Fachmedien ; Wiesbaden : Springer Gabler, [2016]
Physical Description: 1 online resource (xxix, 171 pages).
Series: Springer Gabler research.
Subjects:
Table of Contents:
  • Integrated Volatility
  • Zero-inflated Data Generation Processes
  • Algorithmic Text Forecasting.