Before revision:  We further analyze the implications of all aforementioned assumptions for forecasting, showing that: (i) the usual assumption of normality, independence and stationarity hardly appear;
After revision:  We further analyze the implications of all aforementioned assumptions for forecasting, showing that: (i) the usual assumption of normality, absence of correlation and stationarity hardly appear;