Statistics: Informed Decisions Using Data (4th Edition)

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

Chapter 10 - Section 10.1 - Assess Your Understanding - Vocabulary and Skill Building - Page 483: 19

Answer

a. $H_{o}: σ = 0.7 psi$ $H_{1}: σ < 0.7 psi$ b. Type-I Error: Sample evidence leads quality-control manager to believe that the pressure variability has been reduced, however, in fact the pressure variability has not reduced. c. Type-II Error: Sample evidence leads quality-control manager to believe that the pressure variability has not been reduced, however, in fact the pressure variability has reduced.

Work Step by Step

a. Null hypothesis (the pressure variability is at 0.7 psi): $H_{o}: σ = 0.7 psi$ Alternative hypothesis (the pressure variability is less than 0.7 psi): $H_{1}: σ < 0.7 psi$ b. Type-I Error: Sample evidence leads quality-control manager to believe that the pressure variability has been reduced, however, in fact the pressure variability has not reduced. In other words, the scientists have rejected the null hypothesis ($H_o$), but it in fact is true. c. Type-II Error: Sample evidence leads quality-control manager to believe that the pressure variability has not been reduced, however, in fact the pressure variability has reduced. In other words, the scientists have not rejected the null hypothesis ($H_o$), when in fact the alternative hypothesis ($H_1$) is true.
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