https://github.com/stscl/spedm

Spatial Empirical Dynamic Modeling
https://github.com/stscl/spedm

causal-analysis causal-discovery causal-inference cpp empirical-dynamic-modeling geoinformatics geospatial-causality r spatial-statistics

Last synced: about 2 months ago
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Spatial Empirical Dynamic Modeling

• Host: GitHub
• URL: https://github.com/stscl/spedm
• Owner: stscl
• Created: 2024-10-05T14:08:37.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-08-11T11:44:02.000Z (8 months ago)
• Last Synced: 2025-08-11T13:13:11.784Z (8 months ago)
• Topics: causal-analysis, causal-discovery, causal-inference, cpp, empirical-dynamic-modeling, geoinformatics, geospatial-causality, r, spatial-statistics
• Language: C++
• Homepage: https://stscl.github.io/spEDM/
• Size: 10.9 MB
• Stars: 20
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.Rmd
  • Changelog: NEWS.md

Awesome Lists containing this project

README

          
---

output: github_document

---

```{r, include = FALSE}

knitr::opts_chunk$set(

  collapse = TRUE,

  comment = "##",

  fig.path = "man/figures/README-",

  out.width = "100%"

)

```

# spEDM

[![CRAN](https://www.r-pkg.org/badges/version/spEDM)](https://CRAN.R-project.org/package=spEDM)

[![CRAN Release](https://www.r-pkg.org/badges/last-release/spEDM)](https://CRAN.R-project.org/package=spEDM)

[![CRAN Checks](https://badges.cranchecks.info/worst/spEDM.svg)](https://cran.r-project.org/web/checks/check_results_spEDM.html)

[![Downloads_all](https://badgen.net/cran/dt/spEDM?color=orange)](https://CRAN.R-project.org/package=spEDM)

[![Downloads_month](https://cranlogs.r-pkg.org/badges/spEDM)](https://CRAN.R-project.org/package=spEDM)

[![License](https://img.shields.io/badge/license-GPL--3-brightgreen.svg?style=flat)](http://www.gnu.org/licenses/gpl-3.0.html)

[![Lifecycle: stable](https://img.shields.io/badge/lifecycle-stable-20b2aa.svg)](https://lifecycle.r-lib.org/articles/stages.html#stable)

[![R-CMD-check](https://github.com/stscl/spEDM/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/stscl/spEDM/actions/workflows/R-CMD-check.yaml)

[![R-universe](https://stscl.r-universe.dev/badges/spEDM?color=cyan)](https://stscl.r-universe.dev/spEDM)



***Sp**atial **E**mpirical **D**ynamic **M**odeling*

*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*](https://CRAN.R-project.org/package=sf) and [*terra*](https://CRAN.R-project.org/package=terra) packages, and enables data-driven causal inference from spatial snapshots.

> *Refer to the package documentation  for more detailed information.*

## Installation

- Install from [CRAN](https://CRAN.R-project.org/package=spEDM) with:

``` r

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

```

- Install binary version from [R-universe](https://stscl.r-universe.dev/spEDM) with:

``` r

install.packages("spEDM",

                 repos = c("https://stscl.r-universe.dev",

                           "https://cloud.r-project.org"),

                 dep = TRUE)

```

- Install from source code on [GitHub](https://github.com/stscl/spEDM) with:

```r

if (!requireNamespace("devtools")) {

    install.packages("devtools")

}

devtools::install_github("stscl/spEDM",

                         build_vignettes = TRUE,

                         dep = TRUE)

```