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文章基本信息

  • 标题:Asymptotic Normality of a Nonparametric Conditional Quantile Estimator for Random Fields
  • 本地全文:下载
  • 作者:Sidi Ali Ould Abdi ; Sophie Dabo-Niang ; Aliou Diop
  • 期刊名称:Advances in Decision Sciences
  • 印刷版ISSN:2090-3359
  • 电子版ISSN:2090-3367
  • 出版年度:2011
  • 卷号:2011
  • DOI:10.1155/2011/462157
  • 出版社:Hindawi Publishing Corporation
  • 摘要:Given a stationary multidimensional spatial process (𝑍i=(𝑋i,𝑌i)∈ℝ𝑑×ℝ,i∈ℤ𝑁), we investigate a kernel estimate of the spatial conditional quantile function of the response variable 𝑌i given the explicative variable 𝑋i. Asymptotic normality of the kernel estimate is obtained when the sample considered is an 𝛼-mixing sequence.
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