A generalization of Hoeffding’s lemma, and a new class of covariance inequalities

We generalize Hoeffding’s lemma to apply to covariances between functions of several random variables. Our generalization leads to a new class of covariance inequalities involving the Vitali or Hardy–Krause variation. These inequalities are relevant to the study of weakly dependent processes.