Question
Fruit Smoothies Inc. is growing its presence in the European market, specifically in Germany, France, and Italy. Required: Develop a seasonal sales forecasting model using
Fruit Smoothies Inc. is growing its presence in the European market, specifically in Germany, France, and Italy.
Required: Develop a seasonal sales forecasting model using the following historical sales data. Hint: use multiple regression analysis. Predict the next year's sales and compute standard errors of the forecasts.
Historical Sales Data:
Sales, thousands of liters | Year | Calendar Month |
4800 | 1 | 1 |
4850 | 1 | 2 |
4900 | 1 | 3 |
5000 | 1 | 4 |
5150 | 1 | 5 |
5250 | 1 | 6 |
5350 | 1 | 7 |
5450 | 1 | 8 |
5550 | 1 | 9 |
5650 | 1 | 10 |
5750 | 1 | 11 |
5850 | 1 | 12 |
5900 | 2 | 13 |
6000 | 2 | 14 |
6100 | 2 | 15 |
6200 | 2 | 16 |
6300 | 2 | 17 |
6400 | 2 | 18 |
6500 | 2 | 19 |
6600 | 2 | 20 |
6700 | 2 | 21 |
6800 | 2 | 22 |
6900 | 2 | 23 |
7000 | 2 | 24 |
7100 | 2 | 25 |
7200 | 3 | 26 |
7300 | 3 | 27 |
7400 | 3 | 28 |
7500 | 3 | 29 |
7600 | 3 | 30 |
7700 | 3 | 31 |
7800 | 3 | 32 |
7900 | 3 | 33 |
8000 | 3 | 34 |
8100 | 3 | 35 |
8200 | 3 | 36 |
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