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  • 标题:ESTIMATION OF ASYMMETRICAL VOLATILITY FOR ASSET PRICES: THE SIMULTANEOUS SWITCHING ARIMA APPROACH
  • 本地全文:下载
  • 作者:Naoto Kunitomo ; Seisho Sato
  • 期刊名称:JOURNAL OF THE JAPAN STATISTICAL SOCIETY
  • 印刷版ISSN:1882-2754
  • 电子版ISSN:1348-6365
  • 出版年度:2002
  • 卷号:32
  • 期号:2
  • 页码:119-140
  • DOI:10.14490/jjss.32.119
  • 出版社:JAPAN STATISTICAL SOCIETY
  • 摘要:Asymmetrical movements between the downward and upward phases of sample paths of many financial time series have been noted by economists. By incorporating the conditional heteroskedasticity aspect into the nonstationary simultaneous switching autoregressive (SSAR) model, the asymmetrical volatility function of financial time series with daily effects can be easily estimated. We report a simple empirical result for stock price daily indices of the Nikkei-225 and SP-500 using this model.
  • 关键词:Asymmetrical Volatility;Stock Prices;Simultaneous Switching AR Model;Conditional Heteroskedasticity;Daily Effect.
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