| Case 1: | Bubble Up Bottling Company |
| The Bubble Up Bottling Company of Budapest, Hungary, is interested in forecasting sales |
| of Bubble Up over the next two years. The company has analyzed Bubble Up's market share |
| for its service area over the past 20 quarters. Market share has generally been growing as |
| indicated in the table B below. |
| During this same five year period, total soft drink sales in the region (as measured in |
| 100,000s of cases) have been as in the table A below. |
| | | | Table A |
| | | | Year |
| Season | 1 | 2 | 3 | 4 | 5 |
| Winter | 114 | 114 | 124 | 132 | 134 |
| Spring | 130 | 146 | 151 | 160 | 166 |
| Summer | 158 | 177 | 175 | 184 | 205 |
| Fall | 131 | 142 | 146 | 144 | 148 |
| The company would like to forecast Bubble Up soft drink sales for years 6 and 7. To do so, |
| use a linear trend model to forecast market share for each quarter of years 6 and 7 and |
| seasonal model to forecast total soft drink sales in these periods. Then multiply |
| the forecast of total soft drink sales by Bubble Up's sales during this period. |
| Prepare a business report to Bubble Up management containing your forecast and |
| explaining your approach. |
| | | | Table B |
| | Year | | Season | Bubble Up's Market Share (in Percent) |
| | 1 | | Winter | 6.42 |
| | 1 | | Spring | 6.58 |
| | 1 | | Summer | 6.99 |
| | 1 | | Fall | 6.82 |
| | 2 | | Winter | 6.64 |
| | 2 | | Spring | 6.46 |
| | 2 | | Summer | 6.7 |
| | 2 | | Fall | 7 |
| | 3 | | Winter | 6.7 |
| | 3 | | Spring | 6.84 |
| | 3 | | Summer | 6.78 |
| | 3 | | Fall | 6.48 |
| | 4 | | Winter | 6.93 |
| | 4 | | Spring | 6.79 |
| | 4 | | Summer | 6.83 |
| | 4 | | Fall | 7.21 |
| | 5 | | Winter | 7.73 |
| | 5 | | Spring | 8.16 |
| | 5 | | Summer | 8.36 |
| | 5 | | Fall | 8.23 |