  In this paper, we find necessary and sufficient conditions so that
copula-based conditional distributions of a response variable with respect to
covariates, are ordered with respect to the simple stochastic order introduced
by Lehmann. These conditions do not depend on the marginal distributions of the
random variables. As a result, we have conditions to ensure that the
conditional mean and conditional quantiles are monotonic with respect to the
covariates.
