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spEDM

Spatial Empirical Dynamic Modeling

v1.12 · Apr 5, 2026 · GPL-3
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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 & Wang (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 (3 non-OK)
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

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 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 (8)

suggests

GD cisp gdverse geocomplexity infocausality infoxtr pc tEDM

Dependency Network

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

Version History

updated 1.12 ← 1.11 diff Apr 5, 2026
new 1.11 Mar 10, 2026
updated 1.11 ← 1.10 diff Feb 2, 2026
updated 1.10 ← 1.9 diff Jan 31, 2026
updated 1.9 ← 1.8 diff Nov 29, 2025
updated 1.8 ← 1.7 diff Aug 30, 2025
updated 1.7 ← 1.6 diff Jun 24, 2025
updated 1.6 ← 1.5 diff May 15, 2025
updated 1.5 ← 1.4 diff Mar 11, 2025
updated 1.4 ← 1.3 diff Feb 9, 2025
updated 1.3 ← 1.2 diff Jan 31, 2025
updated 1.2 ← 1.1 diff Jan 13, 2025
updated 1.1 ← 1.0 diff Dec 18, 2024
new 1.0 Dec 15, 2024