market has been declining during the past three years because of the dual-core chips, which it
cannot produce, so Zeus has the unpleasant task of forecasting next year. The task is unpleasant
because the firm has not been able to find replacement chips for its product lines. Here is demand
over the past 12 quarters:
2007
I
II
III
IV
4,800
3,500
4,300
3,000
2008
I
Year
Sales (in 1,000 units)
3,500
2,700
3,500
II
III
IV 2,400
2009
I
II
III
IV
8. Talbot Publishing Company's production planning manager has provided the following
historical sales data for its leading textbook on forecasting:
3,200
2,100
2,700
1,700
4 5 6
21 18 20
7
17
The firm is considering using a basic exponential smoothing model with Alpha= 0.2 to forecast
this item's sales.
a. Use the sales average of 20,000 units through year 3 as the forecast for period 4. Prepare
forecasts for years 5 through 7 as of the end of year 4.
b. Calculate the average error and MAD value for the three forecasts using the actual sales data
provided. Estimate the standard deviation of the forecast errors using the calculated MAD.
c. Redo the forecasts and MAD calculations, updating the forecasts for years 6 and 7 at the end of
years 5 and 6, respectively. What do you observe?
Fig: 1