Essentials of Statistics (5th Edition)

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

Chapter 6 - Normal Probability Distributions - 6-5 The Central Limit Theorem - Page 290: 22

Answer

0.9887, yes.

Work Step by Step

By using the Central Limit Theorem, the sample mean has a mean of $\mu$ and standard deviation of $\frac{\sigma}{\sqrt n}$. $z=\frac{value-mean}{standard \ deviation}=\frac{167.6-182.9}{\frac{40.8}{\sqrt{16}}}=-2.28.$ Using the table, the probability of z being more than -2.28 is equal to 1 minus the probability of z being less than -2.28, which is: 1-0.0113=0.9887. Therefore the pilot should take over the aeroplane because the probability of it being overloaded is very high.
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