Extensions of the fundamental theorem of exponential smoothing.

The theorem is extended of exponential smoothing of curves used in short-term forecasting of time series when only a limited number of observations are available. It is shown that the need for initial conditions can be eliminated. Further a procedure is presented for determining all elements in the smoothing coefficient matrix. Some applications are discussed.