Linked Emulator of a Coupled System of Simulators
Empirical linked GASP plot
Evaluation of parameters of a Gaussian stochastic process emulator of ...
T-GASP emulator
The first type of an emulator of a computer model
The second type of an emulator of a computer model
Plot of the GASP
Linking two emulators
GASP performance assessment measures
T-GASP plot
Performance measurement of a T-GASP
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>.