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文章基本信息

  • 标题:Calculating Probabilistic Excursion Sets and Related Quantities Using excursions
  • 本地全文:下载
  • 作者:David Bolin ; Finn Lindgren
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2018
  • 卷号:86
  • 期号:1
  • 页码:1-20
  • DOI:10.18637/jss.v086.i05
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要:The R software package excursions contains methods for calculating probabilistic excursion sets, contour credible regions, and simultaneous confidence bands for latent Gaussian stochastic processes and fields. It also contains methods for uncertainty quantification of contour maps and computation of Gaussian integrals. This article describes the theoretical and computational methods used in the package. The main functions of the package are introduced and two examples illustrate how the package can be used.
  • 其他关键词:excursion sets;contour maps;contour curves;simultaneous credible bands;Gaussian integrals;R
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