Statistics Verifier Structured frameworks for verifying statistical claims, validating research methodology, and detecting analytical errors and biases. Statistical Claim Verification Checklist Rapid Claim Assessment Claim Red Flags | Red Flag | What It Means | Action | | --- | --- | --- | | No sample size given | Cannot assess reliability | Request or estimate N | | Only relative risk reported | May hide small absolute effect | Calculate absolute difference | | "Up to X%" framing | Cherry-picked best case | Ask for median or mean | | No confidence interval | Precision unknown | Treat with sk…