Interest in the costs associated with forecast inaccuracy has motivated research aimed at reducing forecast error. This research has focused in two basic directions. One direction has been the effect of various quantitative forecasting methods on numerical forecast error. There is a rich literature on the effect forecasting methods have on forecast error