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A (1α)( 1 - \alpha ) -Level Confidence Interval for a Population Proportion That Has a a Population

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A (1α)( 1 - \alpha ) -level confidence interval for a population proportion that has a margin of error of at most EE can be obtained by choosing n=0.25(zα/2E)2\mathrm { n } = 0.25 \left( \frac { \mathrm { z } _ { \alpha / 2 } } { \mathrm { E } } \right) ^ { 2 } rounded up to the nearest whole number. Explain why, if p^\hat { p } is not equal to 0.50.5 , this will result in a larger sample size than needed to obtain the required margin of error.

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