Next, the same forecasting methods used to make forecast on the type level were applied on the “Car”, “Truck”, and “Light vehicle” to estimate the forecasted monthly demand, forecast accuracy, and the BWE in 2008. Finally, the Fisher's LSD test and the Tukey's HSD test were used to evaluate whether the BWEs from the aggregate data are significantly different from those obtained from using the disaggregate data