Articles • dgpsi

DGP Emulation with the Heteroskedastic Gaussian Likelihood

DGP modeling of the motorcycle accident data.

DGP Emulation with the Heteroskedastic Gaussian Likelihood: DGP emulation of the motorcycle accident data.

A Quick Guide to dgpsi

A quick guide to dgpsi by emulating a step function.

A Quick Guide to dgpsi: DGP emulation of a step function.

Linked (D)GP Emulation

Linked (D)GP emulation of a synthetic system of three linked computer models.

Linked (D)GP Emulation: Linked (D)GP emulation of a synthetic system of three linked computer models.

Sequential Design I

Sequential design and dynamic pruning for the DGP emulator of a non-stationary simulator.

Sequential Design I: Sequential design and dynamic pruning for the DGP emulator of a non-stationary simulator.

Sequential Design II

Sequential design for a bundle of DGP emulators with the stopping rule.

Sequential Design II: Sequential design for a bundle of DGP emulators with the stopping rule.

Large-scale DGP Emulation

Large-scale DGP emulation using a Vecchia implementation under the SI.

Large-scale DGP Emulation: Large-scale DGP emulation using a Vecchia implementation under the SI.

DGP Classification using Stochastic Imputation

DGP classification of the iris data set.

DGP Classification using Stochastic Imputation: DGP classification of the iris data set.