Confidence Intervals for the Difference of Two Proportions

AP Statistics· difficulty 3/5

Constructing a two-sample z-interval for p₁ − p₂.

For CI: use unpooled SE SE = sqrt(p̂₁(1−p̂₁)/n₁ + p̂₂(1−p̂₂)/n₂) For test: use pooled SE

Why do we use unpooled SE for the CI but pooled SE for the test?

  • A

    The test assumes p₁ = p₂ under H₀, so we pool; the CI does not assume equality.

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  • B

    Pooled SE is always larger and more accurate.

  • C

    It's an arbitrary convention without theoretical basis.

  • D

    The CI requires more conservative estimates, so unpooled.

Explanation

Under H₀ (p₁ = p₂), pooling gives a better estimate of the common proportion. CIs do not assume the proportions are equal.

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