The empirical implementation of oligopoly models is becoming increasingly complex and sophisticated, and have great potential for practical application to questions of competition policy. Detailed models of specific industrial settings have produced useful insights into market design, deregulation, merger analysis, and vertical integration. This lecture will discuss some general modeling frameworks and techniques. I will also drawn upon detailed examples of specific implementations from the electricity industry.