Under-determination: The missing link of marketing analytics

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Under-determination: The missing link of marketing analytics

Under-determination: The missing link of marketing analytics

When we build a marketing mix model we naturally want to find a clear and unambiguous answer to the question "Which marketing drivers are important and what is their impact?" Is a clear answer to this question always possible or might the same data set tell multiple very different stories and if so, what could this mean?