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

Files in this package

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

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

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