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  • 标题:Forecasting Volatility of USD/MUR Exchange Rate using a GARCH (1,1) model with GED and Student’s-t errors
  • 本地全文:下载
  • 作者:DN Cheong Vee ; PN Gonpot ; N Sookia
  • 期刊名称:University of Mauritius Research Journal
  • 印刷版ISSN:1694-0342
  • 出版年度:2011
  • 卷号:17
  • 期号:1
  • 页码:1-14
  • DOI:10.4314/umrj.v17i1.70728
  • 语种:English
  • 出版社:African Journals Online
  • 摘要:

    This paper aims at evaluating volatility forecasts for the US Dollar/Mauritian Rupee exchange rate obtained via a GARCH (1,1) model under two distributional assumptions: the Generalized Error Distribution (GED) and the Student’s-t distribution. We make use of daily data to evaluate the parameters of each model and produce volatility estimates. The forecasting ability is subsequently assessed using the symmetric loss functions which are the Mean Absolute Error(MAE) and Root Mean Square Error (RMSE). The latter show that both distributions may forecast quite well with a slight advantage to the GARCH(1,1)- GED for out-of-sample forecasts.

    Key words and phrases: Volatility, GARCH, Student-t, GED, MAE, RMSE.

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