AP Statistics · Topic 6.5

Interpreting p-Values Practice

Part of Inference for Categorical Data: Proportions.(VAR-6.C)

Practice questions

10

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Sample questions

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  1. Sample 1difficulty 2/5

    For Hₐ: p > p₀, the test statistic is z = 1.50.

    z = 1.50

    What is the p-value?

    • A

      0.0668

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    • B

      0.1336

    • C

      0.0500

    • D

      0.9332

    Why

    P(Z > 1.50) ≈ 0.0668.

  2. Sample 2difficulty 2/5

    For Hₐ: p < p₀, the test statistic is z = −1.75.

    z = −1.75

    What is the p-value?

    • A

      0.9599

    • B

      0.0401

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    • C

      0.0250

    • D

      0.0802

    Why

    P(Z < −1.75) ≈ 0.0401.

  3. Sample 3difficulty 2/5

    Decision rule for hypothesis testing.

    If p-value ≤ α, reject H₀ If p-value > α, fail to reject

    With α = 0.10 and p-value = 0.07:

    • A

      Fail to reject H₀

    • B

      Reject H₀

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    • C

      Cannot decide

    • D

      Accept H₀

    Why

    0.07 < 0.10, so we reject H₀.

  4. Sample 4difficulty 2/5

    A one-sample z-test for proportion with Hₐ: p ≠ p₀ produces z = 2.10.

    −2.10 2.10

    What is the two-sided p-value?

    • A

      0.0179

    • B

      0.0358

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    • C

      0.0500

    • D

      0.9821

    Why

    Two-sided p-value = 2·P(Z > 2.10) = 2·0.0179 = 0.0358.

  5. Sample 5difficulty 3/5

    Tests of H₀: p = 0.5. Test A: z = 2.0. Test B: z = 2.5. Both right-tailed.

    2.0 2.5

    Which test has the smaller p-value?

    • A

      Test B.

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    • B

      Test A.

    • C

      Cannot tell.

    • D

      Both equal.

    Why

    Larger |z| produces smaller p-value (further into the tail).