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LinkedGASP: Linked Emulator of a Coupled System of Simulators

Prototypes for construction of a Gaussian Stochastic Process emulator (GASP) of a computer model. This is done within the objective Bayesian implementation of the GASP. The package allows for construction of a linked GASP of the composite computer model. Computational implementation follows the mathematical exposition given in publication: Ksenia N. Kyzyurova, James O. Berger, Robert L. Wolpert. Coupling computer models through linking their statistical emulators. SIAM/ASA Journal on Uncertainty Quantification, 6(3): 1151-1171, (2018).<doi:10.1137/17M1157702>.

Version: 1.0
Depends: nloptr, spBayes
Suggests: MASS
Published: 2018-12-09
DOI: 10.32614/CRAN.package.LinkedGASP
Author: Ksenia N. Kyzyurova, kseniak.ucoz.net
Maintainer: Ksenia N. Kyzyurova <ksenia.kyzyurova at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: no
CRAN checks: LinkedGASP results

Documentation:

Reference manual: LinkedGASP.pdf

Downloads:

Package source: LinkedGASP_1.0.tar.gz
Windows binaries: r-devel: LinkedGASP_1.0.zip, r-release: LinkedGASP_1.0.zip, r-oldrel: LinkedGASP_1.0.zip
macOS binaries: r-release (arm64): LinkedGASP_1.0.tgz, r-oldrel (arm64): LinkedGASP_1.0.tgz, r-release (x86_64): LinkedGASP_1.0.tgz, r-oldrel (x86_64): LinkedGASP_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=LinkedGASP to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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