A new kernel-based approach for the global sensitivity analysis of models with correlated inputs

Troy Larsen, Alen Alexanderian

We present an HSIC-based approach for global sensitivity analysis of broad classes of models with correlated and possibly function-valued inputs and outputs. To this end, we define…