A model for financial assets is constructed with two types of agents, who differ in terms of their beliefs. The proportion of the agents change over time according to a stochastic process which models the interaction between agents. Thus, unlike other models, agents do not persist in holding "wrong" beliefs. Although the model seems to generate long memory properties of the volatility series, we show that this is due to the switching of regimes which are detected by the tests we propose.