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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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Version

Install

install.packages('psgp')

Monthly Downloads

195

Version

0.3-21

License

GPL (>= 2)

Maintainer

Ben Ingram

Last Published

November 27th, 2023

Functions in psgp (0.3-21)

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