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06/09/2023
Efficiency of the averaged rank-based estimator for first order Sobol index inference
Among the many estimators of first order Sobol indices that have been pr...
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03/31/2023
New estimation of Sobol' indices using kernels
In this work, we develop an approach mentioned by da Veiga and Gamboa in...
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03/31/2022
Test comparison for Sobol Indices over nested sets of variables
Sensitivity indices are commonly used to quantify the relative influence...
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07/24/2020
Global sensitivity analysis and Wasserstein spaces
Sensitivity indices are commonly used to quantity the relative inuence o...
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03/03/2020
Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics
We propose a new statistical estimation framework for a large family of ...
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02/11/2020
Sensitivity analysis in general metric spaces
In this paper, we introduce new indices adapted to outputs valued in gen...
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11/25/2019
Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes
The asymptotic analysis of covariance parameter estimation of Gaussian p...
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01/28/2019
A conditional Berry-Esseen inequality
As an extension of a central limit theorem established by Svante Janson,...
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11/13/2018
Prediction of Preliminary Maximum Wing Bending Moments under Discrete Gust
Many methodologies have been proposed to quickly identify among a very l...
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09/24/2018
Semi Parametric Estimations of rotating and scaling parameters for aeronautic loads
In this paper, we perform registration of noisy curves. We provide an ap...
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06/08/2018
Semi-parametric estimation of the variogram of a Gaussian process with stationary increments
We consider the semi-parametric estimation of a scale parameter of a one...
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10/26/2017
A Central Limit Theorem for Wasserstein type distances between two different laws
This article is dedicated to the estimation of Wasserstein distances and...
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11/04/2014