mlegp: Maximum Likelihood Estimates of Gaussian Processes

Maximum likelihood Gaussian process modeling for univariate and multi-dimensional outputs with diagnostic plots. Contact the maintainer for a package version that implements sensitivity analysis functionality.

AuthorGarrett M. Dancik
Date of publication2013-12-10 11:10:47
MaintainerGarrett M. Dancik <dancikg@easternct.edu>
LicenseGPL (>= 2)
Version3.1.4

View on CRAN

Functions

anyReps Man page
calcCorOneObs Man page
calcLogLike Man page
calcLogLikeManual Man page
calcPredictionError Man page
calcPredictionErrorCV Man page
calcVarMatrix Man page
createGP Man page
createWindow Man page
CV Man page
estimateNugget Man page
getSingularValues Man page
gpDim Man page
gp.list Man page
gpObs Man page
is.gp Man page
is.gp.list Man page
matchIndexes Man page
mlegp Man page
mlegp2 Man page
mlegp-internal Man page
mlegp-naming-functions Man page
mlegp-package Man page
mlegp-svd-functions Man page
nugget Man page
numSingularValues Man page
paramLookup Man page
pcweights Man page
plot.gp Man page
plot.gp.list Man page
plotObservedEffects Man page
plotObservedEffectsDefault Man page
plotObservedEffects.gp Man page
predict.gp Man page
predict.gp.list Man page
predictMu Man page
predictNewYCV Man page
predictNewZ Man page
print.gp Man page
print.gp.list Man page
setGPNames Man page
setParams Man page
singularValueImportance Man page
summary.gp Man page
summary.gp.list Man page
toParamIndexes Man page
uniqueSummary Man page
varPerReps Man page

Files

mlegp
mlegp/inst
mlegp/inst/vignettes
mlegp/inst/vignettes/mlegp.Rnw
mlegp/inst/doc
mlegp/inst/doc/mlegp.pdf
mlegp/src
mlegp/src/Makevars
mlegp/src/nelder_mead_min.c
mlegp/src/arithmetic_ansi.h
mlegp/src/gp.h
mlegp/src/print.h
mlegp/src/lbfgs.c
mlegp/src/SFMT-params.h
mlegp/src/SFMT.c
mlegp/src/lapack_headers.h
mlegp/src/matrix_vector.h
mlegp/src/fit_gp.h
mlegp/src/nelder_mead_min.h
mlegp/src/SFMT.h
mlegp/src/print.c
mlegp/src/Makevars.win
mlegp/src/mlegp.c
mlegp/src/SFMT-params607.h
mlegp/src/lbfgs.h
mlegp/NAMESPACE
mlegp/R
mlegp/R/uniqueSummary.R mlegp/R/plot.gp.list.R mlegp/R/createGP.R mlegp/R/calcLogLikeManual.R mlegp/R/print.gp.R mlegp/R/gpObs.R mlegp/R/setGPNames.R mlegp/R/varPerReps.R mlegp/R/mlegp.R mlegp/R/pcweights.R mlegp/R/calcPredictionErrorCV.R mlegp/R/is.gp.R mlegp/R/singularValueImportance.R mlegp/R/plotObservedEffects.gp.R mlegp/R/predictNewZ.R mlegp/R/calcCorOneObs.R mlegp/R/createWindow.R mlegp/R/estimateNugget.R mlegp/R/anyReps.R mlegp/R/numSingularValues.R mlegp/R/matchIndexes.R mlegp/R/predictNewYCV.R mlegp/R/calcVarMatrix.R mlegp/R/summary.gp.R mlegp/R/summary.gp.list.R mlegp/R/predict.gp.R mlegp/R/predictMu.R mlegp/R/toParamIndexes.R mlegp/R/getSingularValues.R mlegp/R/calcPredictionError.R mlegp/R/plot.gp.R mlegp/R/mlegp2.R mlegp/R/CV.R mlegp/R/plotObservedEffectsDefault.R mlegp/R/gp.list.R mlegp/R/plotObservedEffects.R mlegp/R/gpDim.R mlegp/R/is.gp.list.R mlegp/R/print.gp.list.R mlegp/R/setParams.R
mlegp/MD5
mlegp/DESCRIPTION
mlegp/man
mlegp/man/nugget.Rd mlegp/man/mlegp-naming-functions.Rd mlegp/man/mlegp-svd-functions.Rd mlegp/man/mlegp-package.Rd mlegp/man/createWindow.Rd mlegp/man/summary.gp.list.Rd mlegp/man/plotObservedEffects.Rd mlegp/man/CV.Rd mlegp/man/plot.gp.list.Rd mlegp/man/summary.gp.Rd mlegp/man/uniqueSummary.Rd mlegp/man/is.gp.Rd mlegp/man/paramLookup.Rd mlegp/man/plot.gp.Rd mlegp/man/mlegp-internal.Rd mlegp/man/predict.gp.Rd mlegp/man/mlegp.Rd mlegp/man/createGP.Rd mlegp/man/print.gp.Rd mlegp/man/print.gp.list.Rd mlegp/man/gp.list.Rd
mlegp/CHANGES

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