psgp: Projected Spatial Gaussian Process (psgp) methods

Implements projected sparse Gaussian process kriging for the intamap package

Install the latest version of this package by entering the following in R:
install.packages("psgp")
AuthorBen Ingram <bri@utalca.cl>, Remi Barillec <r.barillec@aston.ac.uk>
Date of publication2014-05-08 16:45:17
MaintainerRemi Barillec <r.barillec@aston.ac.uk>
LicenseGPL (>= 2)
Version0.3-6

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Files

inst
inst/doc
inst/doc/InstallationInstructions.Rnw
inst/doc/InstallationInstructions.pdf
tests
tests/psgp.R tests/meuse_psgp.R
tests/meuse_psgp.Rout.save
tests/psgp.Rout.save
src
src/Makevars
src/psgp_settings.h
src/covarianceFunctions
src/covarianceFunctions/GaussianCF.cpp
src/covarianceFunctions/CovarianceFunction.h
src/covarianceFunctions/Transform.cpp
src/covarianceFunctions/Matern5CF.cpp
src/covarianceFunctions/SumCovarianceFunction.cpp
src/covarianceFunctions/GaussianCF.h
src/covarianceFunctions/LogTransform.h
src/covarianceFunctions/WhiteNoiseCF.h
src/covarianceFunctions/SumCovarianceFunction.h
src/covarianceFunctions/Matern5CF.h
src/covarianceFunctions/CovarianceFunction.cpp
src/covarianceFunctions/ExponentialCF.h
src/covarianceFunctions/WhiteNoiseCF.cpp
src/covarianceFunctions/IdentityTransform.h
src/covarianceFunctions/ConstantCF.h
src/covarianceFunctions/LogTransform.cpp
src/covarianceFunctions/ConstantCF.cpp
src/covarianceFunctions/Transform.h
src/covarianceFunctions/IdentityTransform.cpp
src/covarianceFunctions/ExponentialCF.cpp
src/gaussianProcesses
src/gaussianProcesses/ForwardModel.cpp
src/gaussianProcesses/PSGP.h
src/gaussianProcesses/ForwardModel.h
src/gaussianProcesses/PSGP.cpp
src/gaussianProcesses/GaussianProcess.h
src/gaussianProcesses/GaussianProcess.cpp
src/psgp_common.cpp
src/psgp_data.h
src/psgp_common.h
src/psgp_estimator.cpp
src/psgp_data.cpp
src/Makevars.win
src/sensor_metadata_parser.h
src/likelihoodModels
src/likelihoodModels/GaussianLikelihood.cpp
src/likelihoodModels/GaussianLikelihood.h
src/likelihoodModels/AnalyticLikelihood.cpp
src/likelihoodModels/LikelihoodType.cpp
src/likelihoodModels/LikelihoodType.h
src/likelihoodModels/AnalyticLikelihood.h
src/sensor_metadata_parser.cpp
src/optimisation
src/optimisation/ModelTrainer.cpp
src/optimisation/Optimisable.h
src/optimisation/Optimisable.cpp
src/optimisation/ModelTrainer.h
src/optimisation/SCGModelTrainer.h
src/optimisation/SCGModelTrainer.cpp
src/psgp_estimator.h
src/RInterface.cpp
NAMESPACE
R
R/estimateParameters.R R/spatialPredict.R R/makePrediction.R R/learnParameters.R R/buildMetadata.R R/summary.R
vignettes
vignettes/InstallationInstructions.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
ChangeLog
man
man/buildMetadata.Rd
man/makePrediction.rd
man/learnParameters.rd
man/estimateParameters.Rd man/spatialPredict.Rd man/psgp-package.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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