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Running Experiments Basics

Test changes with data

Running experiments compares control vs treatment with clear metrics, proper randomization, and guardrails to make evidence-based product decisions.

Design

Define hypothesis, primary metric, and guardrails; pick population.

Run

Randomize fairly, monitor early for safety, and keep duration sufficient.

Analyze

Check lift, confidence, and practical impact; ship or rollback.

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