Some basic properties of the class of exponential dispersion models, introduced by Jørgensen (1984), are derived, using either exponential family theory or properties of moment generating functions.

Thanks to its very simple recursive computing scheme, exponential smoothing has become a popular technique to forecast time series. In this work, we show the advantages of its multivariate version and ...