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文章基本信息

  • 标题:Some Recent Developments in Inference for Geostatistical Functional Data
  • 作者:Piotr Kokoszka ; Piotr Kokoszka ; Matthew Reimherr
  • 期刊名称:Revista Colombiana de Estadística
  • 印刷版ISSN:2389-8976
  • 出版年度:2019
  • 卷号:42
  • 期号:1
  • 页码:101-122
  • DOI:10.15446/rce.v42n1.77058
  • 语种:English
  • 出版社:Universidad Nacional de Colombia, sede Bogotá
  • 摘要:We review recent developments related to inference for functions defined at spatial locations. We also consider time series of functions defined at irregularly distributed spatial points or on a grid. We focus on kriging, estimation of the functional mean and principal components, and significance testing, giving special attention to testing spatio--temporal separability in the context of functional data. We also highlight some ideas related to extreme value theory for spatially indexed functional time series.
  • 关键词:Functional data; Spatial statistics;Datos funcionales;Estadística espacial
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