Quantile based global sensitivity measures

Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates

I. M. Sobol · Mathematics and Computers in Simulation · 2001 · 6.1K citations

Business, Biostatistics, Mathematics +15

Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

Andrea Saltelli, Paola Annoni, Ivano Azzini et al. · Computer Physics Communications · 2009 · 3.3K citations

Computing, Systems Engineering, Optimization +14

Sensitivity Estimates for Nonlinear Mathematical Models

I. M. Sobol · Medical Entomology and Zoology · 1990 · 2.8K citations

Natural Sciences, Mathematics, Dynamical Systems +12

Importance measures in global sensitivity analysis of nonlinear models

Toshimitsu Homma, Andrea Saltelli · Reliability Engineering & System Safety · 1996 · 1.9K citations

Natural Sciences, Systems Engineering, Forecasting +14

A new uncertainty importance measure

Emanuele Borgonovo · Reliability Engineering & System Safety · 2006 · 1K citations

Computing, Mathematics, Probability Theory +11