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Efficient influence functions for Sobol' indices under two designs of experiments

22 July 2024
Thierry Klein
A. Lagnoux
Paul Rochet
Thi Mong Ngoc Nguyen
ArXiv (abs)PDFHTML
Abstract

In this note, we are interested in the asymptotic efficiency of Sobol' indices esti-mators. After recalling the basis of asymptotic efficiency, we compute the efficientinfluence functions for Sobol' indices in two different contexts: the Pick-Freeze andthe given-data settings.

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