Why Even the Best Marketing Mix Models Can Fail
Even a well-built Marketing Mix Model can produce inaccurate results if historical spending data lacks essential variation. A recent analysis explores whether altering spending schedules, rather than just adjusting budgets, can uncover hidden patterns and improve model accuracy. Understanding these data limitations is crucial for marketers relying on predictive analytics to allocate advertising budgets effectively.
Source: Towards Data Science