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2026-06-11 03:33:14 +08:00

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Statistical Completeness for Results Reports

A report may summarize statistics, but it must not silently weaken them.

Always carry forward

  • sample size / seed count
  • metric direction
  • descriptive statistics
  • uncertainty estimate
  • test choice
  • effect size
  • correction rule when relevant
  • evidence boundary

Never do this in the report

  • upgrade a trend to a conclusion
  • omit the sample size
  • replace effect size with adjectives like “large” without numbers
  • cite a figure without saying what the uncertainty represents