Shapley effects for sensitivity analysis with correlated inputs:
comparisons with Sobol' indices, numerical estimation and applications

Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications

5 July 2017

Clémentine Prieur

Papers citing "Shapley effects for sensitivity analysis with correlated inputs: comparisons with Sobol' indices, numerical estimation and applications"

9 / 9 papers shown

Title
Proportional marginal effects for global sensitivity analysis Margot Herin Marouane Il Idrissi V. Chabridon Bertrand Iooss 24 7 0 24 Oct 2022
Algorithm-Agnostic Interpretations for Clustering Christian A. Scholbeck Henri Funk Giuseppe Casalicchio 25 0 0 21 Sep 2022
SHAFF: Fast and consistent SHApley eFfect estimates via random Forests Clément Bénard Gérard Biau Sébastien Da Veiga Erwan Scornet FAtt 30 32 0 25 May 2021
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA Clément Bénard Sébastien Da Veiga Erwan Scornet 47 49 0 26 Feb 2021
Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs Marouane Il Idrissi V. Chabridon Bertrand Iooss 14 34 0 20 Jan 2021
Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics Fabrice Gamboa P. Gremaud T. Klein A. Lagnoux 24 42 0 03 Mar 2020
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution Baptiste Broto F. Bachoc M. Depecker FAtt 11 52 0 21 Dec 2018
Robustness of the Sobol' indices to distributional uncertainty Joseph L. Hart P. Gremaud 28 15 0 29 Mar 2018
Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs Sébastien Da Veiga Duc M. Cao Fabrice Gamboa 92 126 0 25 Mar 2008