Stochastic differential equations are used to model various phenomena including biological models. In this paper we attempt to simulate a system of SDEs in order to use inverse problem techniques to estimate the parameters. We used a model built by researchers at Boston University as well as techniques from parameter estimation and sensitivity analysis. Ultimately, we found that there was no continuous dependence on the parameters for the solutions so we were not able to perform parameter estimation on the model.