The objectives our model was as follows:

  1. Figure out which drivers of sales are leaving a significant impact on sales
  2. Measure the contribution of each of the drivers of sales
  3. Separating product sales into base and incremental volume
  4. Quantification of the long-term impact of marketing investments on sales
  5. ROI
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