underlying simulation models; such metamodels serve sensitivity analysis and optimization, especially for computationally … expensive simulations. In practice, simulation analysts often know that the I/O function is monotonic. To obtain a Kriging … metamodel that preserves this known shape, this article uses bootstrapping (or resampling). Parametric bootstrapping assuming …