@techreport{29d6926ec3814b58ae5887116856e27c,
title = "Kriging Metamodeling in Simulation: A Review",
abstract = "This article reviews Kriging (also called spatial correlation modeling). It presents the basic Kriging assumptions and formulas contrasting Kriging and classic linear regression metamodels. Furthermore, it extends Kriging to random simulation, and discusses bootstrapping to estimate the variance of the Kriging predictor. Besides classic one-shot statistical designs such as Latin Hypercube Sampling, it reviews sequentialized and customized designs. It ends with topics for future research.",
keywords = "Kriging, Metamodel, Response Surface, Interpolation, Design",
author = "J.P.C. Kleijnen",
note = "Subsequently published in European Journal of Operational Research, 2009 Pagination: 16",
year = "2007",
language = "English",
volume = "2007-13",
series = "CentER Discussion Paper",
publisher = "Operations research",
type = "WorkingPaper",
institution = "Operations research",
}