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: 46

Answer

90% confidence: $n=188$ 95% confidence: $n=267$ If the level of confidence increases, the sample size increases too.

Work Step by Step

We expect to survey a large number of adult Americans. In this case, $t_{\frac{α}{2}}\approx z_{\frac{α}{2}}$ $level~of~confidence=(1-α).100$% $90$% $=(1-α).100$% $0.90=1-α$ $α=0.1$ $z_{\frac{α}{2}}=z_{0.05}$ 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: $\frac{1.64+1.65}{2}=1.645$ $t_{0.05}\approx z_{0.05}=1.645$ $E=1.5$ (within 1.5 points) $s=12.5$ $n=(\frac{t_{\frac{α}{2}}.s}{E})^2$ $n=(\frac{1.645\times12.5}{1.5})^2$ $n=187.92$ Round up: $n=188$ $level~of~confidence=(1-α).100$% $95$% $=(1-α).100$% $0.95=1-α$ $α=0.05$ $z_{\frac{α}{2}}=z_{0.025}$ 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. $t_{0.025}\approx z_{0.025}=1.96$ $E=1.5$ (within 1.5 points) $s=12.5$ $n=(\frac{t_{\frac{α}{2}}.s}{E})^2$ $n=(\frac{1.96\times12.5}{1.5})^2$ $n=266.78$ Round up: $n=267$
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