In order to determine the accuracy and relative merit of the estimates obtained from each methodology, we compute one-stepahead residuals and implement a cross validation approach to analyze the generalizeability of the estimates obtained. The onestep-ahead residuals were calculated by first using the estimates from a particular location along with the data to predict the next days' number of cases,Ñ i as follows: