考虑了随机扰动对流行病的影响，建立了具有疾病潜伏期传染性和易感者宅基地隔离的随机关联模型。首先证明了该模型整体正解的存在唯一性。其次，证明了传染病在某些条件下会消失。然后，在适当的条件下，利用随机李亚普诺夫函数方法，讨论了随机模型的解在相应的无病平衡点周围的渐近行为，并且该随机系统存在唯一的平稳分布。最后，通过数值模拟验证了理论分析的结果。

In this paper, we consider the influence of stochastic disturbances on epidemic, and establish a stochastic SEIR model with infectivity in incubation period and homestead-isolation on the susceptible. Firstly, the existence and uniqueness of the global positive solution of the model is proved. secondly, we show that the infectious disease will vanish under some conditions. Then, under appropriate conditions, by using the stochastic Lyapunov function method, we discuss the asymptotically behaviors of the solution of the stochastic model around the disease-free equilibrium point of the corresponding deterministic model and there is a unique stationary distribution for the stochastic system. Finally, numerical simulations are provided to illustrate our results.