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Question 1 - In this exercise you should calculate three types of averages, the absolute forecast error and the mean absolute deviation (MAD) and explain

Question 1 - In this exercise you should calculate three types of averages, the absolute forecast error and the mean absolute deviation (MAD) and explain the accuracy.

  1. Calculate the straight average for 6 months
  2. Calculate the moving average for 3 months
  3. Calculate the weighted moving average (WMA) for 3month
  4. Calculate the absolute forecast error
  5. Calculate the MAD

Weighting assumptions:

  • Month 1 = 0.5
  • Month 2 = 0.3
  • Month 3 = 0.2

Month 1 2 3 4 5 6 7
Historical Actual Values Forecasted Sales Straight average Moving Average (3 month) WMA (3 month) Absolute forecast error MAD
January 153 151
February 149 150
March 151 150
April 152 150
May 147 151
June 151 150
July 150
Total

Question 1b - Which of the forecasts is the most accurate and why?

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