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FOR4. The Excel file Unemployment Rates provides data on monthly rates for 4 years. (8 pts) a. Develop 3- and 6-months moving average forecasts, and
FOR4. The Excel file Unemployment Rates provides data on monthly rates for 4 years. (8 pts)
a. Develop 3- and 6-months moving average forecasts, and exponential smoothing forecasts (use alpha of your choice)
b. Using MAD as a criterion, explain which model yields better forecast?
DATA:
Unemployment Rates | ||
Year | Month | Rate (%) |
2009 | Jan | 7.8 |
2009 | Feb | 8.3 |
2009 | Mar | 8.7 |
2009 | Apr | 9.0 |
2009 | May | 9.4 |
2009 | Jun | 9.5 |
2009 | Jul | 9.5 |
2009 | Aug | 9.6 |
2009 | Sep | 9.8 |
2009 | Oct | 10.0 |
2009 | Nov | 9.9 |
2009 | Dec | 9.9 |
2010 | Jan | 9.8 |
2010 | Feb | 9.8 |
2010 | Mar | 9.9 |
2010 | Apr | 9.9 |
2010 | May | 9.6 |
2010 | Jun | 9.4 |
2010 | Jul | 9.5 |
2010 | Aug | 9.5 |
2010 | Sep | 9.5 |
2010 | Oct | 9.5 |
2010 | Nov | 9.8 |
2010 | Dec | 9.3 |
2011 | Jan | 9.1 |
2011 | Feb | 9.0 |
2011 | Mar | 8.9 |
2011 | Apr | 9.0 |
2011 | May | 9.0 |
2011 | Jun | 9.1 |
2011 | Jul | 9.0 |
2011 | Aug | 9.0 |
2011 | Sep | 9.0 |
2011 | Oct | 8.9 |
2011 | Nov | 8.6 |
2011 | Dec | 8.5 |
2012 | Jan | 8.3 |
2012 | Feb | 8.3 |
2012 | Mar | 8.2 |
2012 | Apr | 8.1 |
2012 | May | 8.2 |
2012 | Jun | 8.2 |
2012 | Jul | 8.2 |
2012 | Aug | 8.1 |
2012 | Sep | 7.8 |
2012 | Oct | 7.9 |
2012 | Nov | 7.8 |
2012 | Dec | 7.8 |
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