Large games are interesting because they can be analyzed based on a key concept called incentive-compatibility, specifically strategy-proofness. This concept applies not only to certain equilibria but also to a wide range of equilibrium types. In games with incomplete information and many players, Bayesian Nash equilibria are shown to be the same as a specific class of Nash equilibria.