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文章基本信息

  • 标题:Finite Sample Performance in Cointegration Analysis of Nonlinear Time Series with Long Memory
  • 本地全文:下载
  • 作者:Afonso Gonçalves da Silva ; Peter M Robinson
  • 期刊名称:International Studies Papers
  • 出版年度:2006
  • 卷号:2006
  • 期号:apr
  • 出版社:Suntory Toyota International Centres for Economics and Related Disciplines
  • 摘要:Nonlinear functions of multivariate financial time series can exhibit long memory and fractional cointegration. However, tools for analysing these phenomena have principally been justified under assumptions that are invalid in this setting. Determination of asymptotic theory under more plausible assumptions can be complicated and lengthy. We discuss these issues and present a Monte Carlo study, showing that asymptotic theory should not necessarily be expected to provide a good approximation to finite-sample behaviour.
  • 关键词:Fractional cointegration; memory estimation; stochastic volatility
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