Robust Gaussian Stochastic Process Emulation

Robust parameter estimation and prediction of Gaussian stochastic process emulators. It allows for robust parameter estimation and prediction using Gaussian stochastic process emulator. It also implements the parallel partial Gaussian stochastic process emulator for computer model with massive outputs See the reference: Mengyang Gu and Jim Berger, 2016, Annals of Applied Statistics; Mengyang Gu, Xiaojing Wang and Jim Berger, 2018, Annals of Statistics.


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install.packages("RobustGaSP")

0.5.7 by Mengyang Gu, 20 days ago


Browse source code at https://github.com/cran/RobustGaSP


Authors: Mengyang Gu [aut, cre] , Jesus Palomo [aut] , James Berger [aut]


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports Rcpp, nloptr

Depends on methods

Linking to Rcpp, RcppEigen


Imported by FastGaSP, RobustCalibration.


See at CRAN