A Computationally Stable Approach to Gaussian Process Interpolation of Deterministic Computer Simulation Data

Pritam Ranjan, Ronald Haynes, Richard Karsten

For many expensive deterministic computer simulators, the outputs do not have replication error and the desired metamodel (or statistical emulator) is an interpolator of the observ…