Package: spEDM 1.6
Wenbo Lv
spEDM: Spatial Empirical Dynamic Modeling
Inferring causal associations in cross-sectional earth system data through empirical dynamic modeling (EDM), with extensions to convergent cross mapping from Sugihara et al. (2012) <doi:10.1126/science.1227079>, partial cross mapping as outlined in Leng et al. (2020) <doi:10.1038/s41467-020-16238-0>, and cross mapping cardinality as described in Tao et al. (2023)<doi:10.1016/j.fmre.2023.01.007>.
Authors:
spEDM_1.6.tar.gz
spEDM_1.6.zip(r-4.5)spEDM_1.6.zip(r-4.4)spEDM_1.6.zip(r-4.3)
spEDM_1.6.tgz(r-4.5-x86_64)spEDM_1.6.tgz(r-4.5-arm64)spEDM_1.6.tgz(r-4.4-x86_64)spEDM_1.6.tgz(r-4.4-arm64)spEDM_1.6.tgz(r-4.3-x86_64)spEDM_1.6.tgz(r-4.3-arm64)
spEDM_1.6.tar.gz(r-4.5-noble)spEDM_1.6.tar.gz(r-4.4-noble)
spEDM_1.6.tgz(r-4.4-emscripten)spEDM_1.6.tgz(r-4.3-emscripten)
spEDM.pdf |spEDM.html✨
spEDM/json (API)
NEWS
| # Install 'spEDM' in R: |
| install.packages('spEDM', repos = c('https://stscl.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/stscl/spedm/issues
Pkgdown site:https://stscl.github.io
causal-inferencecppempirical-dynamic-modelinggeoinformaticsgeospatial-causalityspatial-statisticsopenblascppopenmp
Last updated 7 hours agofrom:2bd790a574. Checks:12 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Mar 23 2025 |
| R-4.5-win-x86_64 | OK | Mar 23 2025 |
| R-4.5-mac-x86_64 | OK | Mar 23 2025 |
| R-4.5-mac-aarch64 | OK | Mar 23 2025 |
| R-4.5-linux-x86_64 | OK | Mar 23 2025 |
| R-4.4-win-x86_64 | OK | Mar 23 2025 |
| R-4.4-mac-x86_64 | OK | Mar 23 2025 |
| R-4.4-mac-aarch64 | OK | Mar 23 2025 |
| R-4.4-linux-x86_64 | OK | Mar 23 2025 |
| R-4.3-win-x86_64 | OK | Mar 23 2025 |
| R-4.3-mac-x86_64 | OK | Mar 23 2025 |
| R-4.3-mac-aarch64 | OK | Mar 23 2025 |
Exports:detectThreadsembeddedgccmmultiviewsimplexsmap
Dependencies:bootclassclassIntclicolorspaceDBIdeldirdigestdplyre1071fansifarvergenericsgeosphereggplot2gluegtableisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepanderpillarpkgconfigproxypurrrR6RColorBrewerRcppRcppArmadilloRcppThreadrlangs2scalessdsfunsfspspDataspdepterratibbletidyselectunitsutf8vctrsviridisLitewithrwk
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| detect the number of available threads | detectThreads |
| embedding spatial cross sectional data | embedded embedded,sf-method embedded,SpatRaster-method |
| geographical convergent cross mapping | gccm gccm,sf-method gccm,SpatRaster-method |
| multiview embedding forecast | multiview multiview,sf-method multiview,SpatRaster-method |
| simplex forecast | simplex simplex,sf-method simplex,SpatRaster-method |
| smap forecast | smap smap,sf-method smap,SpatRaster-method |
