test on nonnested regression models. The bootstrap tests that this paper proposes are expected to show better finite sample …This paper utilizes the bootstrap to construct tests using the measures for goodness-of-fit for nonnested regression … models. The bootstrap enables us to compute the statistical significance of the differences in the measures and to formally …