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Ryan E. Kessler

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Preprint Oct 2026

Rewarding Noise: Incentives in Decentralized A/B Testing

Many firms that run A/B tests struggle with low statistical power, increasing the risk that launch decisions are driven by noise rather than true impact. We argue that in decentralized organizations, low power can reflect misaligned incentives: product teams choose what and how to test on a customer-facing experience t...

Ryan E. Kessler · 0 citations

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