Structure a hypothesis testing plan for {{hypothesis}}. Context: {{context}} Stakeholder concerns: {{concerns}} Step 1: Formalize the Hypothesis - State it clearly: "We believe that [action] will result in [outcome] for [users] because [reasoning]" - Identify the riskiest assumption Step 2: Define Success Criteria - What evidence would prove the hypothesis? - What evidence would disprove it? - What is the minimum bar for proceeding? Step 3: Design the Test - Fastest way to get signal - Minimum viable test scope - Data collection approach Step 4: Identify Risks - What could give us false confidence? - What biases should we watch for? - How do we ensure valid results? Step 5: Plan the Decision - If hypothesis is validated, then... - If hypothesis is invalidated, then... - If results are inconclusive, then... Step 6: Timeline and Resources - Estimated time to results - Resources needed - Key milestones
Hypothesis Testing Framework
Create rigorous hypothesis testing plans with clear decision criteria
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AnalysisUse Cases
Assumption validationExperiment designRisk reduction
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