Jack P. C. Kleijnen, Regression Metamodels for Simulation with Common Random Numbers: Comparison of Validation Tests and Confidence Intervals, Management Science, Vol ...

The purpose of this paper is to propose methodologies for statistical inference of low dimensional parameters with high dimensional data. We focus on constructing confidence intervals for individual ...