Sparse Pseudo Spectral Projection Methods with Directional Adaptation for Uncertainty Quantification

Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ ¹ minimization

David L. Donoho, Michael Elad · Proceedings of the National Academy of Sciences · 2003 · 2.9K citations · Full text

Sensitivity Estimates for Nonlinear Mathematical Models

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

Parameter Estimation, Engineering, Robust Statistic +4

Global sensitivity analysis using polynomial chaos expansions

Bruno Sudret · Reliability Engineering & System Safety · 2007 · 2.3K citations

Numerical Analysis, Engineering, Chaos Theory +5

Importance measures in global sensitivity analysis of nonlinear models

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

Engineering, Uncertainty Quantification, Importance Measures +4

A Class of Statistics with Asymptotically Normal Distribution

Wassily Hoeffding · The Annals of Mathematical Statistics · 1948 · 1.8K citations · Full text

Asymptotically Normal Distribution, Engineering, Independent Random Vectors +7