Marketing Analytics & Attribution

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Incrementality and Experiment Design

Assess Alternatives When Randomization Is Unavailable

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When randomization is unavailable, other comparisons offer useful information under stronger assumptions. Before-and-after, matched-group, and geographic designs need scrutiny. Identify what else changed and whether the proposed control is credible.…

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