Statistics (12th Edition)

Published by Pearson
ISBN 10: 0321755936
ISBN 13: 978-0-32175-593-3

Chapter 2 - Methods for Describing Sets of Data - Exercises 2.71 - 2.89 - Learning the Mechanics - Page 64: 2.82c

Answer

Sample variance = $s^{2}=4.3$ Sample standard deviation = $s =2.07$

Work Step by Step

Recall the shortcut formula for calculating the variance ($s^{2}$)$:$ $$s^{2}=\frac{\sum x_{i}^{2}-\frac{(\sum x_{i})^{2}}{n}}{n-1}$$ Let's create a table in which we compute $\displaystyle \sum x_{i}$ and $\displaystyle \sum x_{i}^{2}.$ $$ \begin{array}{rrr} & x & x^{2}\\ \hline & -1 & 1\\ & -4 & 16\\ & -3 & 9\\ & 1 & 1\\ & -4 & 16\\ & -4 & 16\\ \hline\rm Sum & -15 & 59 \end{array}$$ Plug in the given values (there are $n=6$ data items): $$\begin{align*} s^{2}&= \displaystyle \frac{59-\frac{(-15)^{2}}{6}}{6-1} & & \\ & =4.3 \\\\ s&= \sqrt{17.3} =2.07 \end{align*} $$
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