Statistics: Informed Decisions Using Data (4th Edition)

Published by Pearson
ISBN 10: 0321757270
ISBN 13: 978-0-32175-727-2

Chapter 10 - Section 10.2 - Assess Your Understanding - Applying the Concepts - Page 494: 33

Answer

$z_0\gt z_α$: reject the null hypothesis. There is enough evidence that the proportion of Americans who consider themselves to be liberal is higher than 0.21.

Work Step by Step

$H_0:~p=0.21$ versus $H_1:~p\gt0.21$ $np_0(1-p_0)=199\times0.21(1-0.21)=33.0141\gt10$ $p̂ =\frac{x}{n}=\frac{53}{199}=0.2663$ $z_0=\frac{p̂ -p_0}{\sqrt {\frac{p_0(1-p_0)}{n}}}=\frac{0.2663-0.21}{\sqrt {\frac{0.21(1-0.21)}{199}}}=1.95$ Using the classical method: $z_α=z_{0.1}$ If the area of the standard normal curve to the right of $z_{0.1}$ is 0.1, then the area of the standard normal curve to the left of $z_{0.1}$ is $1−0.1=0.9$ According to Table V, the z-score which gives the closest value to 0.9 is 1.28. Since $z_0\gt z_α$, we reject the null hypothesis.
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