Calculus with Applications (10th Edition)

Published by Pearson
ISBN 10: 0321749006
ISBN 13: 978-0-32174-900-0

Chapter 11 - Probability and Calculus - 11.2 Expected Value and Variance of Continuous Random Variables - 11.2 Exercises - Page 585: 11

Answer

a. 12.15; b. 5.55; c. 2.4; d. 0.535; e. 0.6

Work Step by Step

We are given $f(x)=\frac{\sqrt x}{18}=\frac{x^{1/2}}{18}, [0,9]$ a) The expected value is $\mu=\int^9_0 x(\frac{x^{1/2}}{18})dx$ $=\int^9_0 \frac{x^{3/2}}{18}dx$ $=\frac{1}{45}x^{5/2}|^9_0 $ $=\frac{27}{5} = 5.4$ b) The variance is $V=\int^9_0 x^2(\frac{x^{1/2}}{18})dx-\mu^2$ $=\frac{1}{45}\int^9_0x^{5/2}dx-(5.4)^2$ $\approx 5.55$ c) The standard deviation is $\sigma=\sqrt V = 2.4$ d) The probability that the random variable has a value greater than the mean is $P(x \geq \mu) = P(x \geq 5.4)=\int^9_{5.4}\frac{x^{1/2}}{18}dx$ $=\frac{1}{27}x^{3/2}|^9_{5.4} \approx 0.535$ e) $P(\mu - \sigma \leq x \leq \mu + \sigma)= P(3 \leq x \leq 7.8)$ $=\int^{7.8}_{3}\frac{x^{1/2}}{18}dx$ $=\frac{1}{27}x^{3/2}|^{7.8}_{3} \approx 0.6$
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