4. Models that minimize past errors: Available forecasting meth-

ods select the best model by a process that depends upon how well a model minimizes one-step-ahead forecasting errors. How-

ever, we often need forecasts for several/many periods ahead, which may not be the most appropriate ones if they are based on models that minimize the one-period-ahead errors.