ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis

Author:

Durrande N.,Ginsbourger D.,Roustant O.,Carraro L.

Publisher

Elsevier BV

Subject

Statistics, Probability and Uncertainty,Numerical Analysis,Statistics and Probability

Reference20 articles.

1. Analysis of variance on function spaces;Antoniadis;Statistics,1984

2. Theory of reproducing kernels;Aronszajn;Transactions of the American Mathematical Society,1950

3. F. Bach, High-dimensional non-linear variable selection through hierarchical kernel learning, Technical Report, INRIA—WILLOW Project-Team. Laboratoire d’Informatique de l’Ecole Normale Supérieure, 2009.

4. Reproducing Kernel Hilbert Spaces in Probability and Statistics;Berlinet,2004

5. Analytical variance-based global sensitivity analysis in simulation-based design under uncertainty;Chen;Journal of Mechanical Design,2005

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