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Monte Carlo sampling and variance reduction techniques

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Optimization and sensitivity analysis of computer simulation models by the score function method

Kleijnen, Jack P. C.; Rubinstein, Reuven Y. - 1995

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Verification and validation of simulation models

Kleijnen, Jack P. C. - 1993 - Version 3

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Statistical techniques in simulation : (in two parts)

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Factor screening in simulation experiments : review of sequential bifurcation

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Simulation optimization via bootstrapped kriging : tutorial

Kleijnen, Jack P. C. - 2011

Kriging (or Gaussian Process) metamodels may be analyzed through bootstrapping, which is a versatile statistical method but must be adapted to the speci.c problem being analyzed. More precisely, a random or discrete-event simulation may be run several times for the same scenario (combination of...