spEDM: Spatial Empirical Dynamic Modeling
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>.
| Version: | 1.6 |
| Depends: | R (≥ 4.1.0) |
| Imports: | dplyr, ggplot2, methods, sdsfun (≥ 0.7.0), sf, terra |
| LinkingTo: | Rcpp, RcppThread, RcppArmadillo |
| Suggests: | knitr, Rcpp, RcppThread, RcppArmadillo, rmarkdown, readr, plot3D |
| Published: | 2025-05-16 |
| Author: | Wenbo Lv  [aut,
cre, cph] |
| Maintainer: | Wenbo Lv <lyu.geosocial at gmail.com> |
| BugReports: | https://github.com/stscl/spEDM/issues |
| License: | GPL-3 |
| URL: | https://stscl.github.io/spEDM/, https://github.com/stscl/spEDM |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | spEDM results |
Documentation:
| Reference manual: | spEDM.pdf |
| Vignettes: |
GCCM (source) GCMC (source) SCT (source) SSR (source) spEDM (source) |
Downloads:
| Package source: | spEDM_1.6.tar.gz |
| Windows binaries: | r-devel: spEDM_1.5.zip, r-release: spEDM_1.5.zip, r-oldrel: spEDM_1.5.zip |
| macOS binaries: | r-release (arm64): spEDM_1.6.tgz, r-oldrel (arm64): spEDM_1.6.tgz, r-release (x86_64): spEDM_1.5.tgz, r-oldrel (x86_64): spEDM_1.5.tgz |
| Old sources: | spEDM archive |
Linking:
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