Minitab-PostHoc tests with a random variable

Why does Minitab say that it cannot do Post-Hoc multiple comparisons (e.g. Tukey's ) when I have a random factor along with other fixed factors in the model and all model interactions ( main effects as well as higher order interaction) in the ANOVA table?
Any clues Stats Gurus?:)