A deep-ingrained doctrine in asset pricing says that if an empirical characteristic-return relation is consistent with investor ‘‘rationality,’’ the relation must be ‘‘explained’’ by a risk (factor) model. The investment approach questions the doctrine. Factors formed on characteristics are not necessarily risk factors; characteristics-based factor models are linear approximations of firm-level...