Sensitivity Analysis and Generalized Chaos Expansions. Lower Bounds for Sobol indices

O Roustant, F. Gamboa, B Iooss

The so-called polynomial chaos expansion is widely used in computer experiments. For example, it is a powerful tool to estimate Sobol' sensitivity indices. In this paper, we consid…