We investigate a class of stochastic growth models involving competiti
on between two phases in which one of the phases has a competitive adv
antage. The equilibrium populations of the competing phases are calcul
ated using a mean-field analysis. Regression probabilities for the ext
inction of the advantaged phase are calculated in a leading-order appr
oximation. The results of the calculations are in good agreement with
simulations carried out on a square lattice with periodic boundaries.
The class of models are variants of the Williams-Bjerknes model for th
e growth of tumours in the basal layer of an epithelium. In the limit
in which only one of the phases is unstable the class of models reduce
s to the well-known variants of the Eden model. (C) 1998 Elsevier Scie
nce B.V. All rights reserved.