Calculus with Applications (10th Edition)

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

Chapter 11 - Probability and Calculus - 11.1 Continuous Probability Models - 11.1 Exercises - Page 575: 4

Answer

$$f\left( x \right){\text{ }}is{\text{ }}a{\text{ }}probability{\text{ }}density{\text{ }}function$$

Work Step by Step

$$\eqalign{ & f\left( x \right) = \frac{3}{{98}}{x^2};\,\,\,\,\,\,\,\left[ {3,5} \right] \cr & {\text{The function f is a probability density function of a random variable X in the interval }} \cr & \left[ {a,b} \right]{\text{ if}} \cr & 1{\text{ condition}}:f\left( x \right) \geqslant 0{\text{ for all }}x{\text{ in the interval }}\left[ {a,b} \right].{\text{ then}} \cr & \frac{3}{{98}}{x^2}{\text{ is positive for all real number }}x,{\text{ then }}f\left( x \right) \geqslant 0{\text{ for the given interval}} \cr & \cr & 2{\text{ condition}}:\int_a^b {f\left( x \right)} dx = 1.{\text{ then}} \cr & \int_3^5 {\left( {\frac{3}{{98}}{x^2}} \right)} dx \cr & {\text{integrating}} \cr & = \left( {\frac{{3{x^3}}}{{98\left( 3 \right)}}} \right)_3^5 \cr & = \frac{1}{{98}}\left( {{{\left( 5 \right)}^3} - {{\left( 3 \right)}^3}} \right) \cr & {\text{simplifying}} \cr & = \frac{1}{{98}}\left( {125 - 27} \right) \cr & = \frac{1}{{98}}\left( {98} \right) \cr & = 1 \cr & \cr & {\text{The conditions are verified}}{\text{, so }} \cr & f\left( x \right){\text{ }}is{\text{ }}a{\text{ }}probability{\text{ }}density{\text{ }}function \cr} $$
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