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 in this setting , we propose alternative inference methods that are asymptotically valid in this framework. We discuss in details the advantages and disadvantages of these methods relative to standard alternatives for inference .