This question evaluates experimental design and causal inference skills, including randomization strategy, metric definition and guardrails, sample size and power calculations, variance reduction techniques, and interpretation of primary versus secondary metrics.
Design a rigorous A/B test to estimate the incremental impact of a new recommendation algorithm on gross merchandise value (GMV).
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