Gaussian Linear Approximation for the Estimation of the Shapley Effects-Reference-Cited by-同舟云学术

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Gaussian Linear Approximation for the Estimation of the Shapley Effects

Published:2021-01 Issue:3 Volume:9 Page:1132-1151
ISSN:2166-2525
Container-title:SIAM/ASA Journal on Uncertainty Quantification
language:en
Short-container-title:SIAM/ASA J. Uncertainty Quantification

Author:

Broto Baptiste^ORCID,Bachoc François^ORCID,Depecker Marine,Martinez Jean-Marc

Funder

Commissariat à l'Énergie Atomique et aux Énergies Alternatives

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Link

https://epubs.siam.org/doi/pdf/10.1137/20M1342884

Reference17 articles.

1. Calibration and Improved Prediction of Computer Models by Universal Kriging

2. Variance Reduction for Estimation of Shapley Effects and Adaptation to Unknown Input Distribution

3. Sensitivity indices for independent groups of variables

4. Generalized Hoeffding-Sobol decomposition for dependent variables - application to sensitivity analysis

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