As the two-component model is relatively new, there are no existing goodness-of-fit tests available for evaluating the
conformity of the data to the model, or the efficacy of the various algorithms used to fit the data to the model. Hence,
we need goodness-of-fit statistics to help determine if the data indeed fit the model, and as a way of comparing different
methods of estimation.