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  • 标题:ESTIMATION OF A SEMIPARAMETRIC IGARCH(1,1) MODEL
  • 本地全文:下载
  • 作者:Woocheol Kim ; Oliver Linton
  • 期刊名称:Japanese Studies Programme Papers
  • 出版年度:2009
  • 出版社:Suntory Toyota International Centres for Economics and Related Disciplines
  • 摘要:We propose a semiparametric IGARCH model that allows for persistence in variance but also allows for more flexible functional form. We assume that the difference of the squared process is weakly stationary. We propose an estimation strategy based on the nonparametric instrumental variable method. We establish the rate of convergence of our estimator
  • 关键词:Inverse Problem; Instrumental Variable; IGARCH; ;Kernel Estimation; Nonparametric regression
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