GPfit: Gaussian Processes Modeling
Version 1.0-0

A computationally stable approach of fitting a Gaussian Process (GP) model to a deterministic simulator.

AuthorBlake MacDoanld, Hugh Chipman, Pritam Ranjan
Date of publication2015-04-02 17:44:08
MaintainerHugh Chipman <hugh.chipman@acadiau.ca>
LicenseGPL-2
Version1.0-0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("GPfit")

Getting started

Package overview

Popular man pages

corr_matrix: Power Exponential or Matern Correlation Matrix
GP_deviance: Computes the Deviance of a GP model
GP_fit: Gaussian Process Model fitting
GPfit-package: Gaussian Process Modeling
plot.GP: Plotting GP model fits
predict.GP: Model Predictions from GPfit
summary.GP: Summary of GP model fit
See all...

All man pages Function index File listing

Man pages

corr_matrix: Power Exponential or Matern Correlation Matrix
GP_deviance: Computes the Deviance of a GP model
GP_fit: Gaussian Process Model fitting
GPfit-package: Gaussian Process Modeling
plot.GP: Plotting GP model fits
predict.GP: Model Predictions from GPfit
print.GP: GP model fit Summary
summary.GP: Summary of GP model fit

Functions

GP_deviance Man page Source code
GP_fit Man page Source code
GPfit Man page
GPfit-package Man page
corr_matrix Man page Source code
dev_wrapper Source code
is.GP Source code
plot.GP Man page Source code
predict.GP Man page Source code
print.GP Man page Source code
summary.GP Man page Source code

Files

inst
inst/CITATION
NAMESPACE
NEWS
R
R/GP_fit.R
R/dev_wrapper.R
R/predict.GP.R
R/is.GP.R
R/summary.GP.R
R/plot.GP.R
R/print.GP.R
R/GP_deviance.R
R/corr_matrix.R
MD5
DESCRIPTION
man
man/GP_deviance.Rd
man/GP_fit.Rd
man/predict.GP.Rd
man/corr_matrix.Rd
man/GPfit-package.Rd
man/plot.GP.Rd
man/summary.GP.Rd
man/print.GP.Rd
GPfit documentation built on May 19, 2017, 8:17 a.m.

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