期刊论文

Zhu, Yueying

英文

International Journal of Modern Physics C

0129-1831

2017

28

8

1750109

10.1142/S0129183117501091

This work was supported by the Programme of Introducing Talents of Discipline to Universities under Grant No. B08033 and the fellowship from China Scholarship Council under Grant No. 201406770035. The authors are also grateful to Prof. Alain Bulou from Le Mans Universitéfor his constant support and encouragement.

本校为通讯机构

In the complexity modeling, variance decomposition technique is widely used for the quantification of the variation in the output variables explained by covariates. In this work, the satisfaction of sampling-based variance decomposition strategy (SVDS) is firstly testified in the implementation of an analytic method for uncertainty and sensitivity analysis (UASA) of complex systems. Results suggest that SVDS may overvalue the impacts from individual covariates alone but underestimate the effects from their interactions when the model under discussion involves the interaction effects of nonline...