Statistics: Informed Decisions Using Data (4th Edition)

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

Chapter 9 - Section 9.2 - Assess Your Understanding - Applying the Concepts - Page 451: 45

Answer

99% confidence: $n=298$ 95% confidence: $n=173$ If the level of confidence decreases, the sample size decreases too.

Work Step by Step

We expect to survey a large number of adult Americans. In this case, $t_{\frac{α}{2}}\approx z_{\frac{α}{2}}$ $level~of~confidence=(1-α).100$% $99$% $=(1-α).100$% $0.99=1-α$ $α=0.01$ $z_{\frac{α}{2}}=z_{0.005}$ If the area of the standard normal curve to the right of $z_{0.005}$ is 0.005, then the area of the standard normal curve to the left of $z_{0.005}$ is $1−0.005=0.995$ According to Table V, there are 2 z-scores which give the closest value to 0.995: 2.57 and 2.58. So, let's find the mean of these z-scores: $\frac{2.57+2.58}{2}=2.575$ $t_{0.005}\approx z_{0.005}=2.575$ $E=2$ (within 2 points) $s=13.4$ $n=(\frac{t_{\frac{α}{2}}.s}{E})^2$ $n=(\frac{2.575\times13.4}{2})^2$ $n=297.65$ Round up: $n=298$ $level~of~confidence=(1-α).100$% $95$% $=(1-α).100$% $0.95=1-α$ $α=0.05$ $z_{\frac{α}{2}}=z_{0.025}$ If the area of the standard normal curve to the right of $z_{0.025}$ is 0.025, then the area of the standard normal curve to the left of $z_{0.025}$ is $1−0.025=0.975$ According to Table V, the z-score which gives the closest value to 0.975 is 1.96. $t_{0.025}\approx z_{0.025}=1.96$ $E=2$ (within 2 points) $s=13.4$ $n=(\frac{t_{\frac{α}{2}}.s}{E})^2$ $n=(\frac{1.96\times13.4}{2})^2$ $n=172.45$ Round up: $n=173$
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