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AP® Statistics · Unit 4 · Topic 4.9

Setting Up a Test for the Difference Between Two Population Means: Topic Checklist (Statistics 4.9)

Specific “I can…” statements for setting up a two-sample t-test, each linked to the guide section and practice question that shows whether you can do it.

Work through the list without notes. If you cannot do a statement, follow its link, then come back. Guide = study guide; Practice = practice questions.

Understanding

  • I can explain the difference between asking “how big is the difference?” (an interval) and “is there convincing evidence of a difference?” (a test). (Guide: “From an interval to a test”)
  • I can explain why the test uses a t-distribution and not the standard normal. (Guide: “Choosing the procedure”)
  • I can explain what makes two samples independent, and recognise paired data that need a different test. (Guide: Figure 1 and Worked example 3; Practice Q2)
  • I can explain what each of the three conditions protects against. (Guide: “The three conditions”)

Skills

  • I can name the two-sample t-test for a difference between two population means in full. (Practice Q2, Q5)
  • I can define μ₁ and μ₂ in context, with the response variable, units and each population or treatment. (Guide: “Defining the parameters”; Practice Q5)
  • I can write H₀ and a one-sided or two-sided Hₐ in either equivalent form, keeping one order of subtraction. (Guide: Worked examples 1 and 2; Practice Q1)
  • I can check the 10% condition for each sample against its own population, and say when it is not needed. (Guide: Worked example 3(d); Practice Q3)
  • I can check the sample data condition for small samples with the 1.5 × IQR rule or a graph. (Guide: Worked example 2; Practice Q4, Q6)

Reasoning

  • I can decide whether a two-sample t-test is appropriate and explain why not when a condition fails. (Guide: Worked example 3; Practice Q6)
  • I can find and correct errors in someone else’s set-up. (Practice Q7)
  • I can say, before carrying out a test, whether its conclusion could be about cause and effect and to whom it could apply. (Guide: Worked example 2, Check)

All ticked? Move on to Topic 4.10, Carrying Out a Test for the Difference Between Two Population Means, or return to the course roadmap.

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