Comparison of forecasting methods


Problem: Your manager is trying to determine what forecasting method to use. Based upon the following historical data, calculate the following forecast and specify what procedure you would utilize.

Month    Actual Demand    Month     Actual Demand
    1        62                        7                76
    2        65                        8                78
    3        67                        9                78
    4        68                       10               80
    5        71                       11               84
    6        73                       12               85

Q1. Calculate the simple three-month moving average for periods 10-12.

Q2. Calculate the weighted three-month average using weights of 0.50, 0.30, and 0.20 for periods 10-12.

Q3. Calculate the single exponential smoothing forecast for period 10-12 using an initial forecast (F1) of 61 and α of 0.30.

Q4. Calculate the exponential smoothing with trend component forecast for periods 10-12 using an initial trend forcast (T9) of 1.8, and exponential smoothing forecast (F9) of 60, and α of 0.30 and δ of 0.30.

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