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2003.01772
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Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics
Bernoulli (Bernoulli), 2020
3 March 2020
Fabrice Gamboa
P. Gremaud
T. Klein
A. Lagnoux
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Papers citing
"Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics"
21 / 21 papers shown
Distributional encoding for Gaussian process regression with qualitative inputs
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Scalable and adaptive prediction bands with kernel sum-of-squares
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Sébastien Da Veiga
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214
1
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27 May 2025
Coupled Input-Output Dimension Reduction: Application to Goal-oriented Bayesian Experimental Design and Global Sensitivity Analysis
SIAM Journal on Scientific Computing (SISC), 2024
Qiao Chen
Elise Arnaud
Ricardo Baptista
O. Zahm
349
2
0
19 Jun 2024
Dependence properties of bivariate copula families
Dependence Modeling (DM), 2023
Jonathan Ansari
Marcus Rockel
301
12
0
26 Oct 2023
Quantifying and estimating dependence via sensitivity of conditional distributions
Jonathan Ansari
P. Langthaler
Sebastian Fuchs
W. Trutschnig
286
13
0
11 Aug 2023
A Simple Bootstrap for Chatterjee's Rank Correlation
Biometrika (Biometrika), 2023
Holger Dette
Marius Kroll
360
11
0
02 Aug 2023
Efficiency of the averaged rank-based estimator for first order Sobol index inference
T. Klein
Paul Rochet
289
6
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09 Jun 2023
Kernel-based sensitivity analysis for (excursion) sets
Noé Fellmann
Christophette Blanchet-Scalliet
C. Helbert
Adrien Spagnol
D. Sinoquet
339
7
0
16 May 2023
New estimation of Sobol' indices using kernels
Sébastien Da Veiga
Fabrice Gamboa
A. Lagnoux
T. Klein
Clémentine Prieur
239
3
0
31 Mar 2023
On the failure of the bootstrap for Chatterjee's rank correlation
Biometrika (Biometrika), 2023
Zhexiao Lin
Fang Han
CML
389
19
0
24 Mar 2023
A survey of some recent developments in measures of association
S. Chatterjee
286
30
0
09 Nov 2022
Regularizing nested Monte Carlo Sobol' index estimators to balance the trade-off between explorations and repetitions in global sensitivity analysis of stochastic models
International Journal for Uncertainty Quantification (IJUQ), 2022
H. M. Kouye
G. Mazo
199
1
0
17 Oct 2022
Azadkia-Chatterjee's correlation coefficient adapts to manifold data
The Annals of Applied Probability (Ann. Appl. Probab.), 2022
Fang Han
Zhihan Huang
204
18
0
22 Sep 2022
Limit theorems of Chatterjee's rank correlation
Zhexiao Lin
Fang Han
370
33
0
17 Apr 2022
Test comparison for Sobol Indices over nested sets of variables
T. Klein
Nicolas Peteilh
Paul Rochet
197
2
0
31 Mar 2022
Rearranged dependence measures
Bernoulli (Bernoulli), 2022
Christopher Strothmann
Holger Dette
K. Siburg
444
22
0
10 Jan 2022
Quantifying directed dependence via dimension reduction
Journal of Multivariate Analysis (J. Multivar. Anal.), 2021
Sebastian Fuchs
331
29
0
19 Dec 2021
On Azadkia-Chatterjee's conditional dependence coefficient
Hongjian Shi
Mathias Drton
Fang Han
272
44
0
15 Aug 2021
Fairness seen as Global Sensitivity Analysis
Machine-mediated learning (ML), 2021
Clément Bénesse
Fabrice Gamboa
Jean-Michel Loubes
Thibaut Boissin
316
20
0
08 Mar 2021
Kernel-based ANOVA decomposition and Shapley effects -- Application to global sensitivity analysis
Sébastien Da Veiga
FAtt
274
31
0
14 Jan 2021
Global sensitivity analysis and Wasserstein spaces
J. Fort
T. Klein
A. Lagnoux
182
16
0
24 Jul 2020
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