Attribution limitations and practical workarounds
Attribution models are useful but often misinterpreted. Discuss common limitations—data gaps, cross-device users, last-click bias—and pragmatic workarounds such as mixed-method measurement, test-and-learn experiments, and transparent reporting that communicates uncertainty to stakeholders.
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