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 |
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 |
Reference manual: | LinkedGASP.pdf |
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: LinkedGASP_1.0.tgz, r-oldrel: LinkedGASP_1.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=LinkedGASP to link to this page.