The process that generates 90-day US Treasury Bill futures prices is investigated. Tests for linear and non-linear dependence are conducted. No notable linear dependence is found, however, evidence from several tests suggest that futures prices contain significant non-linear dependencies. ARCH processes successfully model this data, but other non-linear models that are more sensitive to dependencies found in the mean of the data should also be considered.