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psgp (version 0.3-22)
Projected Spatial Gaussian Process Methods
Description
Implements projected sparse Gaussian process Kriging ('Ingram et. al.', 2008,
) as an additional method for the 'intamap' package. More details on implementation ('Barillec et. al.', 2010,
).
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Install
install.packages('psgp')
Monthly Downloads
223
Version
0.3-22
License
GPL (>= 2)
Maintainer
Ben Ingram
Last Published
June 25th, 2025
Functions in psgp (0.3-22)
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psgp
Projected Sequential Gaussian Processes for spatial interpolation
makePrediction
Spatial projected sequential GP prediction
estimateParameters.psgp
Parameter estimation using a Projected Sequential Gaussian Process (PSGP)
buildMetadata
Build Metadata Table
learnParameters
Projected Sequential Gaussian Process
spatialPredict.psgp
Spatial prediction using a Projected Sequential Gaussian Process (PSGP)