Single Exponential Smoothing

Formula

$$\begin{array}{rl}{S}_t& =\alpha X_t+(1-\alpha )S_{t-1}\\ F_{t+1}& =S_t\end{array}$$

Tip

Assigns exponentially decreasing weights to older data.