Bayesian Prediction of Complex Computer Codes


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Documentation for package ‘approximator’ version 1.2-7

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approximator-package Bayesian approximation of computer models when fast approximations are available
Afun Matrix of correlations between two sets of points
approximator Bayesian approximation of computer models when fast approximations are available
as.sublist Converts a level one design matrix and a subsets object into a list of design matrices, one for each level
basis.genie Genie datasets for approximator package
basis.toy Toy basis functions
betahat.app Estimate for beta
betahat.app.H Estimate for beta
betas.toy Toy datasets for approximator package
c.fun Correlations between points in parameter space
cdash.fun Correlations between points in parameter space
c_fun Correlations between points in parameter space
D1.genie Genie datasets for approximator package
D1.toy Toy datasets for approximator package
generate.toy.observations Er, generate toy observations
Genie Genie datasets for approximator package
genie Genie datasets for approximator package
H.fun.app The H matrix
hdash.fun Hdash
hpa.fun.genie Genie datasets for approximator package
hpa.fun.toy Toy example of a hyperparameter object creation function
hpa.genie Genie datasets for approximator package
hpa.genie.optimal Genie datasets for approximator package
hpa.genie.start Genie datasets for approximator package
hpa.toy Toy datasets for approximator package
is.consistent Checks observational data for consistency with a subsets object
is.nested Generate and test subsets
is.strict Generate and test subsets
mdash.fun Mean of Gaussian process
object Optimization of posterior likelihood of hyperparameters
opt.1 Optimization of posterior likelihood of hyperparameters
opt.gt.1 Optimization of posterior likelihood of hyperparameters
Pi Kennedy's Pi notation
subsets.fun Generate and test subsets
subsets.genie Genie datasets for approximator package
subsets.toy Toy datasets for approximator package
subset_maker Create a simple subset object
tee.fun Returns generalized distances
V.fun.app Variance matrix
z.genie Genie datasets for approximator package
z.toy Toy datasets for approximator package