Bayesian emulation of computer programs


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Documentation for package ‘emulator’ version 1.0-58

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emulator-package Emulation of computer code output
betahat.fun Calculates MLE coefficients of linear fit
cond.sample Implementation of the ideas of Oakley and O'Hagan 2002
corr correlation function for calculating A
emulator Emulation of computer code output
estimator Estimates each known datapoint using the others as datapoints
expert.estimates Expert estimates for Goldstein input parameters
int.qq Interpolates between known points using Bayesian estimation
interpolant Interpolates between known points using Bayesian estimation
latin.hypercube Latin hypercube design matrix
makeinputfiles Makes input files for condor runs of goldstein
model Simple model for concept checking
OO2002 Implementation of the ideas of Oakley and O'Hagan 2002
oo2002 Implementation of the ideas of Oakley and O'Hagan 2002
optimal.scale Use optimization techniques to find the optimal scales
optimal.scales Use optimization techniques to find the optimal scales
pad Simple pad function
prior.B Prior linear fits
prior.b Prior linear fits
quad.3form Evaluate a quadratic form efficiently
quad.form Evaluate a quadratic form efficiently
quad.tform Evaluate a quadratic form efficiently
regressor.basis Regressor basis function
regressor.multi Regressor basis function
results.table Results from 100 Goldstein runs
s.chi Variance estimator
sample.from.exp.est Makes input files for condor runs of goldstein
sample.n.fit Sample from a Gaussian process and fit an emulator to the points
scales.likelihood Likelihood of roughness parameters
sigmahatsquared Estimator for sigma squared
toy A toy dataset
tr Trace of a matrix
var.conditional Implementation of the ideas of Oakley and O'Hagan 2002