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GPfit (version 1.0-0)

Gaussian Processes Modeling

Description

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

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Version

Install

install.packages('GPfit')

Monthly Downloads

30,637

Version

1.0-0

License

GPL-2

Maintainer

Hugh Chipman

Last Published

April 2nd, 2015

Functions in GPfit (1.0-0)

GP_deviance

Computes the Deviance of a GP model
GPfit-package

Gaussian Process Modeling
summary.GP

Summary of GP model fit
plot.GP

Plotting GP model fits
print.GP

GP model fit Summary
corr_matrix

Power Exponential or Matern Correlation Matrix
GP_fit

Gaussian Process Model fitting
predict.GP

Model Predictions from GPfit