GPfit: Gaussian Processes Modeling

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

Author
Blake MacDoanld, Hugh Chipman, Pritam Ranjan
Date of publication
2015-04-02 17:44:08
Maintainer
Hugh Chipman <hugh.chipman@acadiau.ca>
License
GPL-2
Version
1.0-0

View on CRAN

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

Files in this package

GPfit
GPfit/inst
GPfit/inst/CITATION
GPfit/NAMESPACE
GPfit/NEWS
GPfit/R
GPfit/R/GP_fit.R
GPfit/R/dev_wrapper.R
GPfit/R/predict.GP.R
GPfit/R/is.GP.R
GPfit/R/summary.GP.R
GPfit/R/plot.GP.R
GPfit/R/print.GP.R
GPfit/R/GP_deviance.R
GPfit/R/corr_matrix.R
GPfit/MD5
GPfit/DESCRIPTION
GPfit/man
GPfit/man/GP_deviance.Rd
GPfit/man/GP_fit.Rd
GPfit/man/predict.GP.Rd
GPfit/man/corr_matrix.Rd
GPfit/man/GPfit-package.Rd
GPfit/man/plot.GP.Rd
GPfit/man/summary.GP.Rd
GPfit/man/print.GP.Rd