In many cases, fuzziness and randomness simultaneously appear in a system. Hybrid variable is a tool to describe this phenomena. Fuzzy random variable and random fuzzy variable are instances of hybrid variable. In order further to discuss the properties of hybrid variables, several useful moment inequalities for hybrid variables are established based on the concepts of chance measures in this paper. This may enlarge the applications of hybrid variable and chance theory.