Exact Draws from the Stationary Distribution of Entry-Exit Models

In equilibrium models of firm dynamics, the stationary equilibrium distribution of firms summarizes the predictions of the model for a given set of primitives. Focusing on Hopenhayn's seminal model of firm dynamics with entry and exit (Econometrica, 60:5, 1992, p.~1127--1150), we provide an algorithm that generates exact draws from the stationary distribution in finite time for any specified exit threshold. The technique is able to rapidly generate large numbers of exact and independent draws.