AP Statistics · Topic 5.6

Sampling Distributions for Differences in Sample Proportions Practice

Part of Sampling Distributions.(UNC-3.G)

Practice questions

4

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Sample questions

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  1. Sample 1difficulty 3/5

    Two independent samples: n₁ = 100 from population with p₁ = 0.5; n₂ = 200 from population with p₂ = 0.4.

    σ_(p̂₁ − p̂₂) = √(p₁q₁/n₁ + p₂q₂/n₂)

    What is the standard deviation of p̂₁ − p̂₂?

    • A

      ≈ 0.005

    • B

      ≈ 0.060

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    • C

      ≈ 0.10

    • D

      ≈ 0.030

    Why

    SD = √(0.5·0.5/100 + 0.4·0.6/200) = √(0.0025 + 0.0012) = √0.0037 ≈ 0.060.

  2. Sample 2difficulty 3/5

    Two independent samples: n₁ = 50, p̂₁ from p₁ = 0.5; n₂ = 50, p̂₂ from p₂ = 0.5.

    μ_(p̂₁-p̂₂) = p₁ - p₂

    What is μ_(p̂₁ − p̂₂)?

    • A

      0.25

    • B

      1

    • C

      0

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    • D

      0.5

    Why

    Mean of difference = p₁ − p₂ = 0.

  3. Sample 3difficulty 4/5

    Conditions for normal approximation of p̂₁ − p̂₂

    • A

      Each sample has at least 10 successes AND 10 failures, plus independent samples

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    • B

      Equal sample sizes

    • C

      p₁ = p₂

    • D

      Just n large

    Why

    "10 successes, 10 failures" applied to each sample, plus independence.

  4. Sample 4difficulty 4/5

    SD of p̂₁ − p̂₂ for independent samples is

    • A

      Cannot be computed

    • B

      p₁(1−p₁) + p₂(1−p₂)

    • C

      √(p₁(1−p₁)/n₁ + p₂(1−p₂)/n₂)

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    • D

      (p₁ − p₂)/√n

    Why

    Variances of p̂s add; SD is the square root.