Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance

Giles Hooker, Lucas Mentch, Siyu Zhou. Unrestricted permutation forces extrapolation: variable importance requires at least one more model, or there is no free variable importance. Statistics and Computing, 31(6):82, 2021. [doi]

Abstract

Abstract is missing.