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What limitations are there to the use of the forecasting model?

forecasting limitations model
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What limitations are there to the use of the forecasting model?

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For forecasts to be valid,each item to be tested is assumed to have an equal opportunity to be seen and bought at consumer level. Any differential pricing or promotional activity that is carried out after the forecasts have been given, and which benefit one product at the expense of others, will influence the accuracy of forecasts.

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