spEDM

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<a href="https://stscl.github.io/spEDM/"><img src="man/figures/spEDM.png" align="right" hspace="5" vspace="0" width="15%" alt="spEDM website: https://stscl.github.io/spEDM/"/></a>

Spatial Empirical Dynamic Modeling

spEDM is an R package for spatial causal discovery. It extends Empirical Dynamic Modeling (EDM) from time series to spatial cross-sectional data, provides seamless support for vector and raster spatial data via tight integration with the sf and terra packages, and enables data-driven causal inference from spatial snapshots.

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

Installation

• Install from CRAN with:

install.packages("spEDM", dep = TRUE)

• Install binary version from R-universe with:

install.packages("spEDM",
                 repos = c("https://stscl.r-universe.dev",
                           "https://cloud.r-project.org"),
                 dep = TRUE)

• Install from source code on GitHub with:

if (!requireNamespace("devtools")) {
    install.packages("devtools")
}
devtools::install_github("stscl/spEDM",
                         build_vignettes = TRUE,
                         dep = TRUE)