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psgp (version 0.3-21)
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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0.3-21
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Install
install.packages('psgp')
Monthly Downloads
294
Version
0.3-21
License
GPL (>= 2)
Maintainer
Ben Ingram
Last Published
November 27th, 2023
Functions in psgp (0.3-21)
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learnParameters
Projected Sequential Gaussian Process
psgp
Projected Sequential Gaussian Processes for spatial interpolation
buildMetadata
Build Metadata Table
spatialPredict.psgp
Spatial prediction using a Projected Sequential Gaussian Process (PSGP)
estimateParameters.psgp
Parameter estimation using a Projected Sequential Gaussian Process (PSGP)
makePrediction
Spatial projected sequential GP prediction