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stat.AP2025
Bayesian Predictive Probabilities for Online Experimentation
Abbas Zaidi, Rina Friedberg, Samir Khan +4
The widespread adoption of online randomized controlled experiments (A/B Tests) for decision-making has created ongoing capacity constraints which necessitate interim analyses. As…
stat.AP2025
Treatment Effect Learning Under Sequential Randomization
Rina Friedberg, Richard Mudd, Patrick Johnstone +4
Sequential treatment assignments in online experiments lead to complex dependency structures, often rendering identification, estimation and inference over treatments a challenge.…