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Statistics · AP · Inference for Quantitative Data — Means

CED focus

Justifying a Claim About a Population Mean Based on a Confidence Interval

This topic is assessed on the AP Exam.

Multiple-choice tips

  • Match procedure to parameter and design before calculating.
  • Choose t vs z and one- vs two-sample vs paired from the design.
  • Eliminate procedures that ignore pairing when matched pairs.
  • Check df and Normal conditions on t-procedure MC.
  • Match μ vs μ_d language to the scenario.

Free-response tips

  • Use State–Plan–Do–Conclude with conditions and context throughout.
  • Identify paired vs two-sample structure in context.
  • State parameter (μ, μ₁ − μ₂, μ_d) clearly.
  • Show t-interval or t-test with conditions and conclusion.
  • Discuss practical significance after statistical significance.

Common traps

  • ‘Accept H₀’ wording or skipping conditions
  • Using two-sample t when data are paired
  • Using z procedures when σ is unknown
  • Concluding about individuals instead of the mean

Quick checklist

  • [ ] Can choose the correct t-procedure
  • [ ] Can interpret a CI for a mean in context
  • [ ] Can state conditions for t inference

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