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文章基本信息

  • 标题:A Local Instrumental Variable Estimation Method for Generalized Additive Volatility Models
  • 本地全文:下载
  • 作者:Woocheol Kim, Oliver Linton
  • 期刊名称:Econometrics Publications
  • 印刷版ISSN:0969-4366
  • 出版年度:2003
  • 卷号:1
  • 出版社:Suntory Toyota International Centre for Economics and Related Disciplines
  • 摘要:We investigate a new separable nonparametric model for time series, which includes many ARCH models and AR models already discussed in the literature. We also propose a new estimation procedure based on a localization of the econometric method of instrumental variables. Our method has considerable computational advantages over the competing marginal integration or projection method.
  • 关键词:ARCH, kernel estimation, nonparametric, volatility.
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