A New Paradigm for Sensitivity Analysis: Leveraging Factorial Experiments to Assess Input Importance

A new paradigm for global sensitivity analysis is proposed, which leverages the concepts of factorial experiments to define main and interaction effects without relying on the Sobol-Hoeffding functional decomposition. This approach allows for arbitrary input distributions, output variability measures, and provides well-defined and interpretable sensitivity indices.