In this study, the tests of statistical hypotheses with crisp data using small samples are
extended to with the membership function and the non-membership function of the intuitionistic fuzzy
set. The test procedure of statistical hypotheses for means of two normally distributed populations
with respect to any intuitionistic fuzzy set is proposed.