Variable Importance in Generalized Linear Models -- A Unifying View Using Shapley Values

Sinan Acemoglu, Christian Kleiber, Jörg Urban

Variable importance in regression analyses is of considerable interest in a variety of fields. There is no unique method for assessing variable importance. However, a substantial s…