Forecasting: standard methods

To continue the first post of a series on forecasting, let’s discuss standard methods used for predicting time series. The two firsts methods can be used as benchmark for comparing with more advances models:

Mean value: the mean of the time series used for training is used as the forecast for all values in the test time series.

(more…)