This paper is divided into two chapters. In the first one, we show that fora one dimensional contact process under a large perturbation, the stationary distributions are smooth in the perturbation parameter. In the second one, we give the estimation of the upper bound and the lower bound for the survival probability of the biased voter model in a binary random environment.
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