•First method to obtain 2nd-order information from stochastic complementarity problems. •Sensitivity metrics to quantify uncertainty propagation and identify critical inputs. •Computational advantage over Monte-Carlo methods for large-scale problems. •First US Natural gas market model to analyze 2nd-order statistical information. •Evaluates change in national prices with perturbations in local uncertainty.
European Journal of Operational Research – Elsevier
Published: Jul 1, 2018
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