Statistics: Informed Decisions Using Data (4th Edition)

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

Chapter 11 - Section 11.3 - Assess Your Understanding - Applying the Concepts - Page 565: 24b

Answer

$P$-value $\lt α$: null hypothesis is rejected. There is enough evidence to conclude that women are more flexible than men.

Work Step by Step

$x ̅_1,n_1~and~s_1$ refer to women and $x ̅_2,n_2~and~s_2$ refer to men. $t_0=\frac{(x ̅_1-x ̅_2)-(µ_1-µ_2)}{\sqrt {\frac{s^2_1}{n_1}+\frac{s^2_2}{n_2}}}=\frac{(20.99-18.64)-0}{\sqrt {\frac{2.07^2}{31}+\frac{3.29^2}{45}}}=3.818$ Left-tailed test: $n=31$ (use the smaller value of $n$), so: $d.f.=n-1=30$ $P$-value $=P(t\gt t_0)=P(t\gt3.818)$ For $d.f.=30$ and the area to area in right tail equals to 0.0005: $t=3.646$ So, $P$-value $\lt0.0005$. Since $P$-value $\lt α$, we reject the null hypothesis.
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