Active subspace methods and derivative-based Shapley effects for functions with non-independent variables

Matieyendou Lamboni, Sergei Kucherenko

Lower-dimensional subspaces that impact estimates of uncertainty are often described by Linear combinations of input variables, leading to active variables. This paper extends the…