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 493: 18

Answer

Yes, it represents significant evidence that a majority of the students in the state of Illinois are prepared for social science in college upon graduation.

Work Step by Step

$H_0:~p=0.5$ versus $H_1:~p\gt0.5$ $np_0(1-p_0)=500\times0.5(1-0.5)=125\gt10$ $p̂ =\frac{x}{n}=\frac{269}{500}=0.538$ $z_0=\frac{p̂ -p_0}{\sqrt {\frac{p_0(1-p_0)}{n}}}=\frac{0.538-0.5}{\sqrt {\frac{0.5(1-0.5)}{500}}}=1.70$ Using the classical method: $z_α=z_{0.05}$ If the area of the standard normal curve to the right of $z_{0.05}$ is 0.05, then the area of the standard normal curve to the left of $z_{0.05}$ is $1−0.05=0.95$ According to Table V, there are 2 z-scores which give the closest value to 0.95: 1.64 and 1.65. So, let's find the mean of these z-scores: $\frac{1.64+1.65}{2}=1.645$ Since $z_0\gt z_α$, we reject the null hypothesis.
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