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We advocate the decomposition of goodness of t into contri- butions of (groups of) regressor variables according to the Shapley value or|if regressors are exogenously grouped|the Owen value because of the attractive axioms associated with these values. A wage regression model with German data illustrates the method.

Axiomatic arguments for decomposing goodness of fit according to Shapley and Owen values