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Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

v0.1.5 · Dec 10, 2025 · GPL (>= 3)

Description

Estimation, prediction, and simulation of nonstationary Gaussian process with modular covariate-based covariance functions. Sources of nonstationarity, such as spatial mean, variance, geometric anisotropy, smoothness, and nugget, can be considered based on spatial characteristics. An induced compact-supported nonstationary covariance function is provided, enabling fast and memory-efficient computations when handling densely sampled domains.

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CRAN Check Status

4 NOTE
10 OK
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Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (14 non-OK)
OK r-devel-linux-x86_64-debian-clang

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OK r-devel-linux-x86_64-debian-gcc

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NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘fields’ ‘knitr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘fields’ ‘knitr’
  All declared Imports should be used.
OK r-devel-macos-arm64

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OK r-devel-windows-x86_64

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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    data   1.7Mb
    libs   2.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    data   1.7Mb
    libs   2.0Mb
OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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OK r-release-macos-x86_64

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OK r-release-windows-x86_64

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Check History

NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-fedora-clang

dependencies in R code

Namespaces in Imports field not imported from:
  ‘fields’ ‘knitr’
  All declared Imports should be used.
NOTE r-devel-linux-x86_64-fedora-gcc

dependencies in R code

Namespaces in Imports field not imported from:
  ‘fields’ ‘knitr’
  All declared Imports should be used.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    data   1.7Mb
    libs   2.1Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    data   1.7Mb
    libs   2.0Mb

Dependency Network

Dependencies Reverse dependencies Rcpp spam fields optimParallel knitr cocons

Version History

new 0.1.5 Mar 10, 2026