If population sizes are small, then models should be stochastic: the effects of fluctuations due of population size must be explicitly analyzed. Stochastic models in ecology are among the most mathematically complex models in science. Nevertheless they have begun to be systematically studied because of their relevance to biological conservation—see the entry on conservation biology. They also raise philosophically interesting questions because they underscore the extent to which the nature of