The following section details the econometric methodology. The structured body of the empirical model has been inspired by work written by Reilly & Witt (2011) on the same topic. Differences in our bodies of work lie with a richer dataset from myself, beginning with the 2014/15 season whereas Reilly and Witt took their data from the Premier League season of 2003/04. I also opted to include the number of red cards a player received to get a more accurate representation of disciplinary sanctions. Variables such as Position and Games Played were included in my model whereas Witt and Reilly chose to include Age and Native Language spoken. Finally, the most distinct change comes from the dependent variable tested against. Both pieces of work tested for the racial bias of course with our hypotheses remaining similar, however, my main independent variable was the shade of their skin whereas their variable was the race of a player. Asian, Black, White and Mixed Race were the categories chosen for the authors mentioned and I elected for 5 distinct categories of Very Light, Light, Mixed, Dark and Very Dark.