Sequential Experiments & Adaptive Decisions – Practice Quiz

Plan sequential experiments and reason about adaptive decisions. Practice monitoring-error budgets, confidence-sequence interpretation, exploration and exploitation, regret and design-aware policy evaluation. Prerequisites: probability bounds, hypothesis testing, conditional expectation and experimental design. Explicit assumptions distinguish valid monitoring from unplanned repeated fixed-sample testing. Single-select and multiselect practice includes worked explanations and distractor rationales.

Study sources: Howard et al.: Confidence Sequences; Bandit Algorithms.

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