Track 8 · Hypothesis Testing · Lesson 14 of 14
Reporting a test responsibly
Write a complete, accurate report of a hypothesis test — question, method, estimate with confidence interval, test result, effect size, assumptions and a conclusion in context — without overclaiming.
30 minIntermediate8 graded exercisesMembers
Most readers of an analysis never see the data or the code; they see one paragraph. That paragraph decides whether a drug is prescribed, a feature shipped or a policy changed. Reporting is where statistical work becomes a decision — and where most misinterpretations are born.
Included with a Formula Quest membership
It has 8 graded exercises with feedback, hints and worked solutions. After it you will be able to:
- Write a complete report: question, design, method, estimate with CI, test result, effect size, assumptions, conclusion
- Report exact p-values and lead with the estimate in original units
- Replace overclaiming phrases (proves, accept H0, no effect, trending) with accurate wording
- State limitations such as missing data, design and multiplicity