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  • 标题:Nonparametric Lag Selection for Additive Models based on the Smooth Backfitting Estimator
  • 本地全文:下载
  • 作者:Zheng-Feng Guo ; Lingyan Cao ; Ying He
  • 期刊名称:Theoretical Economics Letters
  • 印刷版ISSN:2162-2078
  • 电子版ISSN:2162-2086
  • 出版年度:2011
  • 卷号:1
  • 期号:2
  • 页码:15-17
  • DOI:10.4236/tel.2011.12004
  • 出版社:Scientific Research Publishing
  • 摘要:This paper proposes a nonparametric FPE-like procedure based on the smooth backfitting estimator when the additive structure is a priori known. This procedure can be expected to perform well because of its well-known finite sample performance of the smooth backfitting estimator. Consistency of our procedure is established under very general conditions, including heteroskedasticity.
  • 关键词:Lag selection; FPE; Consistency; Additive Models
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