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PYTHON-FOR-DATA-ANALYSIS5 MIN READ

Review a P-value Claim Without Killing Momentum

Coach a teammate to report p-values with effect size, design context, and limitations.

Noah N Product Analyst 1 Affirm 2 Reframe 3 Limit Peer review 20 sec Promising test, risky headline Noah's draft says Feature X caused a statistically significant 6% lift, p = 0.04. The analysis may be useful, but the language overstates what the test can prove. The framework 1 min ASA p-value principles Evidence under a model, not proof by itself

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