Package: psgp 0.3-21
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_0.3-21.tar.gz
psgp_0.3-21.tar.gz(r-4.5-noble)psgp_0.3-21.tar.gz(r-4.4-noble)
psgp_0.3-21.tgz(r-4.4-emscripten)psgp_0.3-21.tgz(r-4.3-emscripten)
psgp.pdf |psgp.html✨
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 10 months agofrom:c7537266c6. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 24 2024 |
| R-4.5-linux-x86_64 | OK | Aug 24 2024 |
Exports:buildMetadataestimateParameterslearnParametersmakePredictionspatialPredict
Dependencies:abindautomapBHclassclassIntclicodetoolscolorspaceDBIdoParallele1071evdfansifarverFNNforeachggplot2gluegstatgtableintamapintervalsisobanditeratorsKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixMBAmgcvmunsellmvtnormnlmepillarpkgconfigplyrproxyR6RColorBrewerRcppRcppArmadilloreshaperlangs2scalessfsftimespspacetimestarstibbleunitsutf8vctrsviridisLitewithrwkxtszoo
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 |