the situation in which the variance of a random variable is different at each level or value of another variable. Var(y|x) is not the same for all values of x; that is, the variance in y is a function of the variable x. Heterogeneity of variance violates one of the basic assumptions of regression analysis and other statistical procedures. Also called heteroscedasticity. Compare homogeneity of variance.