⚠️There's a newer version (0.3-22) of this package.Take me there.

psgp (version 0.3-19)

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, ).

Copy Link

Version

Install

install.packages('psgp')

Monthly Downloads

230

Version

0.3-19

License

GPL (>= 2)

Maintainer

Ben Ingram

Last Published

January 31st, 2020

Functions in psgp (0.3-19)

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