Fully Bayesian Sequential Design for Heteroscedastic Stochastic Simulations

Yuying Huang, Samuel W. K. Wong

We present a fully Bayesian sequential strategy for predicting the mean response surface of heteroscedastic stochastic simulation models. Leveraging dual Gaussian processes as the…