psgp: Projected Spatial Gaussian Process (psgp) methods

Implements projected sparse Gaussian process kriging for the intamap package

Author
Ben Ingram <bri@utalca.cl>, Remi Barillec <r.barillec@aston.ac.uk>
Date of publication
2014-05-08 16:45:17
Maintainer
Remi Barillec <r.barillec@aston.ac.uk>
License
GPL (>= 2)
Version
0.3-6

View on CRAN

Man pages

buildMetadata
Build Metadata Table
estimateParameters
Parameter estimation using a Projected Sequential Gaussian...
psgp-package
Projected Sequential Gaussian Processes for spatial...
spatialPredict
Spatial prediction using a Projected Sequential Gaussian...

Files in this package

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