Much progress has been made in recent years in understanding the mechanistic details of atomistic processes in the early stages of thin-film growth. We present in this paper a "shorthand" theoretical method for assessing the statistical consequences of different assumptions on the mechanism of island growth, and we illustrate the generality of the method using several examples. The method is based on constructing transformations of the fundamental matrix of the theory of finite Markov processes.