Package: psgp 0.3-26

Ben Ingram
psgp: Projected Spatial Gaussian Process Methods
Implements projected sparse Gaussian process Kriging ('Ingram et. al.', 2008, <doi:10.1007/s00477-007-0163-9>) as an additional method for the 'intamap' package. More details on implementation ('Barillec et. al.', 2010, <doi:10.1016/j.cageo.2010.05.008>).
Authors:
psgp_0.3-26.tar.gz
psgp_0.3-26.tar.gz(r-4.7-arm64)psgp_0.3-26.tar.gz(r-4.7-x86_64)psgp_0.3-26.tar.gz(r-4.6-arm64)psgp_0.3-26.tar.gz(r-4.6-x86_64)
psgp_0.3-26.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
psgp/json (API)
| # Install 'psgp' in R: |
| install.packages('psgp', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:a29abfb163. Checks:6 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 254 | ||
| linux-devel-x86_64 | OK | 250 | ||
| source / vignettes | OK | 250 | ||
| linux-release-arm64 | OK | 265 | ||
| linux-release-x86_64 | OK | 241 | ||
| wasm-release | OK | 216 |
Exports:buildMetadataestimateParameterslearnParametersmakePredictionspatialPredict
Dependencies:abindautomapBHclassclassIntclicodetoolscpp11DBIdoParallele1071evdfarverFNNforeachggplot2gluegstatgtableintamapintervalsisobanditeratorsKernSmoothlabelinglatticelifecycleMASSMBAmvtnormplyrproxyR6RColorBrewerRcppRcppArmadilloreshaperlangs2S7scalessfsftimespspacetimestarsunitsvctrsviridisLitewithrwkxtszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Build Metadata Table | buildMetadata |
| Parameter estimation using a Projected Sequential Gaussian Process (PSGP) | estimateParameters estimateParameters.psgp |
| Projected Sequential Gaussian Process | learnParameters |
| Spatial projected sequential GP prediction | makePrediction |
| Projected Sequential Gaussian Processes for spatial interpolation | psgp-package |
| Spatial prediction using a Projected Sequential Gaussian Process (PSGP) | spatialPredict spatialPredict.psgp |