Statistical errors in neuroscience: how a mouse turned into an elephant Analyzing a large corpus of the neuroscience literature we found that the same statistical error – comparing effect sizes by comparing their significance levels – is appearing throughout even the most prestigious journals in neuroscience. Sander Nieuwenhuis • January 27, 2013