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
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;
Conference_Titel :
Measurement, Information and Control (MIC), 2012 International Conference on
Conference_Location :
Harbin, China
Print_ISBN :
978-1-4577-1601-0
DOI :
10.1109/MIC.2012.6273258