Before revision:  Our method is based on the principle of parsimony and only includes higher-order structures when there is sufficient statistical evidence for them  .
After revision:  Our method is based on the principle of parsimony and only includes higher-order structures when there is sufficient statistical evidence for them . We demonstrate its applicability to a wide range of datasets, both synthetic and empirical .