approximator: Bayesian prediction of complex computer codes

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Performs Bayesian prediction of complex computer codes when fast approximations are available: M. C. Kennedy and A. O'Hagan 2000, Biometrika 87(1):1-13

Author
Robin K. S. Hankin
Date of publication
2013-12-08 23:07:06
Maintainer
Robin K. S. Hankin <hankin.robin@gmail.com>
License
GPL
Version
1.2-6

View on CRAN

Man pages

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

Files in this package

approximator
approximator/inst
approximator/inst/doc
approximator/inst/doc/apprex.Rnw
approximator/inst/doc/one.dim
approximator/inst/doc/one.dim/READ.ME
approximator/inst/doc/one.dim/hpafun_1d.R
approximator/inst/doc/one.dim/subsets_1d.R
approximator/inst/doc/one.dim/datamaker_1d.R
approximator/inst/doc/one.dim/apprex_1d.R
approximator/inst/doc/apprex.R
approximator/inst/doc/apprex.pdf
approximator/NAMESPACE
approximator/data
approximator/data/toyapps.rda
approximator/data/genie.rda
approximator/R
approximator/R/approximator.R
approximator/vignettes
approximator/vignettes/apprex.Rnw
approximator/MD5
approximator/build
approximator/build/vignette.rds
approximator/DESCRIPTION
approximator/man
approximator/man/basis.toy.Rd
approximator/man/is.consistent.Rd
approximator/man/tee.fun.Rd
approximator/man/c.fun.Rd
approximator/man/H.fun.Rd
approximator/man/subset_maker.Rd
approximator/man/mdash.fun.Rd
approximator/man/genie.Rd
approximator/man/subsets.fun.Rd
approximator/man/generate.toy.observations.Rd
approximator/man/as.sublist.Rd
approximator/man/toyapps.Rd
approximator/man/approximator.package.Rd
approximator/man/Pi.Rd
approximator/man/object.Rd
approximator/man/hpa.fun.toy.Rd
approximator/man/betahat.app.Rd
approximator/man/hdash.fun.Rd
approximator/man/V.fun.app.Rd
approximator/man/A.Rd