 Simpson’s Paradox is not a paradox in the sense of presenting an inconsistent set of plausible propositions of which at least one must be rejected. As shown in  Section 2.2,  mathematics does not rule out associations to be reversed at the level of subpopulations. Bandyopadhyay et al. (2011) helpfully distinguish between three questions one could ask about Simpson’s Paradox: