Through this process of repeated substitution, the feedback structure has been eliminated from the model. As a result, it becomes easier to assess the impact upon the output sequence of changes in the values of the input time series. The direct mapping from the input time series to the output ones is described by the engineers as a transfer function. The coefficients are estimated through the least squares optimization algorithm.