Policy makers and regulators, as well as traders have traditionally employed relatively simple statistical measures as the primary decision tools to evaluate the potential for market power. This talk will discuss an alternative: the use of oligopoly simulation models. I first review basic oligopoly equilibrium concepts. I will then present results of market simulations that attempt to "backcast" historic results. I end with a discussion of the practical issues related to integrating such tools into the policy process.