psgp v0.3-19
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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>).
Functions in psgp
| Name | Description | |
| estimateParameters.psgp | Parameter estimation using a Projected Sequential Gaussian Process (PSGP) | |
| psgp | Projected Sequential Gaussian Processes for spatial interpolation | |
| makePrediction | Spatial projected sequential GP prediction | |
| learnParameters | Projected Sequential Gaussian Process | |
| spatialPredict.psgp | Spatial prediction using a Projected Sequential Gaussian Process (PSGP) | |
| buildMetadata | Build Metadata Table | |
| No Results! | ||
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Details
| Date | 2020-01-30 |
| LinkingTo | Rcpp, RcppArmadillo (>= 0.2.0) |
| License | GPL (>= 2) |
| Repository | CRAN |
| NeedsCompilation | yes |
| Packaged | 2020-01-30 18:08:58 UTC; bri |
| Date/Publication | 2020-01-31 22:30:07 UTC |
| imports | automap , doParallel , foreach , gstat , parallel , Rcpp , rgdal , sp |
| depends | intamap , R (>= 3.0.2) |
| linkingto | RcppArmadillo (>= 0.2.0) |
| Contributors | Jon Skoien, Remi Barillec, Ben Ingram |
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