Data Analytics, Forecasting, Time Series Analysis, Business Analytics, Knowledgebase Analytics.
for the previous period, Ft−1​ is the forecast for the previous period, and α is the smoothing constant (between 0 and 1). An α value closer to 1 places more emphasis on recent observations, making the forecast more responsive to changes, while an α value closer to 0 makes the forecast more stable