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: 16

Answer

a. $H_{o}: μ = 17,072$ $H_{1}: p \ne 17,072$ b. Type-I Error: Sample evidence leads researchers to believe that the mean has changed. However, in fact it has not changed. c. Type-II Error: Sample evidence leads researchers to believe that the mean has not changed. However, in fact it did change.

Work Step by Step

a. Null hypothesis (mean charitable contribution remains at $\$17,072$): $H_{o}: μ = 17,072$ Alternative hypothesis (mean charitable contribution has changed): $H_{1}: p \ne 17,072$ b. Type-I Error: Sample evidence leads researchers to believe that the mean has changed. However, in fact it has not changed. 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 researchers to believe that the mean has not changed. However, in fact it did change. 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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