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Spatial Empirical Dynamic Modeling

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SpatLyu/spEDM

 
 

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CRANCRAN ReleaseCRAN ChecksDownloads_allDownloads_monthLicenseLifecycle: stableR-CMD-checkR-universe

spEDM website: https://stscl.github.io/spEDM/

SpatialEmpiricalDynamicModeling

spEDM is an R package for spatial causal discovery. It extendsEmpirical Dynamic Modeling (EDM) from time series to spatialcross-sectional data, provides seamless support for vector and rasterspatial data via tight integration with thesf andterra packages, andenables data-driven causal inference from spatial snapshots.

Refer to the package documentationhttps://stscl.github.io/spEDM/for more detailed information.

Installation

  • Install fromCRAN with:
install.packages("spEDM",dep=TRUE)
install.packages("spEDM",repos= c("https://stscl.r-universe.dev","https://cloud.r-project.org"),dep=TRUE)
  • Install from source code onGitHubwith:
if (!requireNamespace("devtools")) {    install.packages("devtools")}devtools::install_github("stscl/spEDM",build_vignettes=TRUE,dep=TRUE)

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