Comparison of Sensitivity indices

In this section we compare the sensitivity indices (Sobol, Cramér-von Mises and Chatterjee) available in the package using the ‘Ishigami function’ and the ‘Additive model’ to illustrate the differences.

In both the examples, we note that the Cramér-von Mises indices and the Chatterjee indices are almost equal (as the Chatterjee indices converge to the Cramér-von Mises indices in the sample limit).

Ishigami function

Ishigami function

Additive function

Additive function

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