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  • 标题:Stein hypothesis and screening effect for covariances with compact support
  • 本地全文:下载
  • 作者:Emilio Porcu ; Viktor Zastavnyi ; Moreno Bevilacqua
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2020
  • 卷号:14
  • 期号:2
  • 页码:2510-2528
  • DOI:10.1214/20-EJS1719
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:In spatial statistics, the screening effect historically refers to the situation when the observations located far from the predictand receive a small (ideally, zero) kriging weight. Several factors play a crucial role in this phenomenon: among them, the spatial design, the dimension of the spatial domain where the observations are defined, the mean-square properties of the underlying random field and its covariance function or, equivalently, its spectral density.
  • 关键词:Compact Support; covariance function; generalized Wendland; Matérn; screening effect; spatial prediction
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