Before revision:  Since standard inference methods are inadequate in this setting , we propose alternative inference methods based on the theory of randomization tests under approximate symmetry .
After revision:  Since standard inference methods are inadequate , we propose alternative inference methods based on the theory of randomization tests under approximate symmetry .