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GPfit (version 1.0-8)

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

24,801

Version

1.0-8

License

GPL-2

Maintainer

Hugh Chipman

Last Published

February 8th, 2019

Functions in GPfit (1.0-8)

plot

Plotting GP model fits
GP_deviance

Computes the Deviance of a GP model
GP_fit

Gaussian Process Model fitting
scale_norm

Scale variable into normal range 0, 1
print.GP

GP model fit Summary
GPfit-package

Gaussian Process Modeling
corr_matrix

Power Exponential or Matern Correlation Matrix
sig_invb

Internal tools
summary.GP

Summary of GP model fit
predict

Model Predictions from GPfit