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spEDM

Spatial Empirical Dynamic Modeling

v1.11 · Feb 3, 2026 · GPL-3

Description

Inferring causation from spatial cross-sectional data through empirical dynamic modeling (EDM), with methodological extensions including geographical convergent cross mapping from Gao et al. (2023) <doi:10.1038/s41467-023-41619-6>, as well as the spatial causality test following the approach of Herrera et al. (2016) <doi:10.1111/pirs.12144>, together with geographical pattern causality proposed in Zhang et al. (2025) <doi:10.1080/13658816.2025.2581207>.

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
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 NOTE
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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OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-linux-x86_64-fedora-gcc

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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 35.9Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs  33.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 36.1Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs  33.4Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs   2.4Mb
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 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-oldrel-macos-arm64

installed package size

  installed size is 35.9Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs  33.2Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is 36.1Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs  33.4Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  5.0Mb
  sub-directories of 1Mb or more:
    case   1.8Mb
    libs   2.4Mb

Reverse Dependencies (5)

Dependency Network

Dependencies Reverse dependencies dplyr ggplot2 sdsfun sf terra GD cisp gdverse infocausality tEDM spEDM

Version History

new 1.11 Mar 9, 2026