The p-star model or exponential random graph is among the oldest and
best-known of network models. Here we give an analytic solution for the
particular case of the 2-star model, which is one of the most fundamental of
exponential random graphs. We derive expressions for a number of quantities of
interest in the model and show that the degenerate region of the parameter
space observed in computer simulations is a spontaneously symmetry broken phase
separated from the normal phase of the model by a conventional continuous phase
transition.Comment: 5 pages, 3 figure