A quick guide on how to do a sign test. Music: Going Higher - aphasian.info. In statistics, the sign test can be used to test the hypothesis that there is "no difference" between the continuous distributions of two random variables X and Y. For those of us who have migrated from AQA A the sign test is new – as is teaching statistical tests at AS-level (or year one). What follows is my.