A stationary probabilistic mechanism for generating power laws distributions

Focusing on the evergreen problem of the size of firms, we discuss the incompatibility between empirical data and Ewens sampling formula. An alternative model is suggested, inspired to Simon's approaches to the firm size problem. It differs from the Ewens model both in destruction and in creation. In particular the probability of herding is independent on the size of the herd. This very simple assumption destroys the exchangeability of the random partitions, and forbids an analytical solution. Simple computational simulations look to confirm that actually the mean number of clusters of size i (the equilibrium distribution) follows the corresponding Yule distribution. Finally we introduce a Markov chain, that resembles the marginal dynamics of a cluster, which drives the cluster to the right-censored Yule distribution.