DocumentCode
3043632
Title
Forecasting of time series model with stable errors
Author
Hailong Chen ; Chengji You
Author_Institution
School of Computer Science & Technology, Harbin University of Science and Technology, China
Volume
1
fYear
2012
fDate
18-20 May 2012
Firstpage
298
Lastpage
302
Abstract
In this paper we present a Power GARCH model with stable errors and apply the general theory of volatility forecasting to it. The use of the new model is illustrated with an application to the volatility of stock and exchange rate returns. In general, standard GARCH is outperformed by more sophisticated Power GARCH model, but use of imperfect volatility proxies leads to loss of precision in evaluating forecasts.
Keywords
α-stable distribution; power GARCH; stable errors; volatility forecasting;
fLanguage
English
Publisher
ieee
Conference_Titel
Measurement, Information and Control (MIC), 2012 International Conference on
Conference_Location
Harbin, China
Print_ISBN
978-1-4577-1601-0
Type
conf
DOI
10.1109/MIC.2012.6273258
Filename
6273258
Link To Document