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  • 标题:Towards a complete picture of stationary covariance functions on spheres cross time
  • 本地全文:下载
  • 作者:Philip White ; Emilio Porcu
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2019
  • 卷号:13
  • 期号:2
  • 页码:2566-2594
  • DOI:10.1214/19-EJS1593
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:With the advent of wide-spread global and continental-scale spatiotemporal datasets, increased attention has been given to covariance functions on spheres over time. This paper provides results for stationary covariance functions of random fields defined over $d$-dimensional spheres cross time. Specifically, we provide a bridge between the characterization in Berg and Porcu (2017) for covariance functions on spheres cross time and Gneiting’s lemma (Gneiting, 2002) that deals with planar surfaces.
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