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
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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

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