Essentials of Statistics (5th Edition)

Published by Pearson
ISBN 10: 0-32192-459-2
ISBN 13: 978-0-32192-459-9

Chapter 7 - Estimates and Sample Sizes - 7-2 Estimating a Population Proportion - Page 332: 19

Answer

a)0.5. b)0.44. c)p is between 0.44-0.0764=0.3636 and 0.44+0.0764=0.5164. d)The ability doesn't seem to be too good.

Work Step by Step

a) One choice is correct out of the two, so the expected proportion is: $p=\frac{1}{2}=0.5.$ b)The best point estimate is equal to the proportion of the sample (x) divided by the sample size: $\hat{p}=\frac{x}{n}=\frac{123}{280}=0.44.$ c)$E=z_{\frac{\alpha}{2}}\cdot \sqrt{\frac{\hat{p}\cdot (1-\hat{p})}{n}}=2.575\cdot \sqrt{\frac{0.44\cdot (1-0.44)}{280}}=0.0764.$ Hence, the confidence interval: E is between $\hat{p}-E$ and $\hat{p}+E$, hence p is between 0.44-0.0764=0.3636 and 0.44+0.0764=0.5164. d)The ability doesn't seem to be too good, because the expected proportion us in the confidence interval.
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