This paper presents a rigurous framework for evaluating alternative forecasting methods for Chilean industrial … production and sales. While nonlinear features appear to be important for forecasting the very short term, simple univariate … linear models perform about as well for almost every forecasting horizon …

-term relationship. We finally conclude by comparing the forecasting ability of these two approaches with classical models such as Random …