Basic Statistics: Tales of Distributions 10th Edition

Published by Cengage Learning
ISBN 10: 0-49580-891-1
ISBN 13: 978-0-49580-891-6

Chapter 4 - Exploring Data: Variability - Problems - Page 70: 4.18

Answer

* **Process B** has a **lower standard deviation** (1.55 mm) than **Process A** (1.89 mm). * This means **Process B is more consistent** in terms of manufacturing error. * Even though both processes have errors centered around zero (as seen in the mean), the **spread of errors** is smaller for Process B. In manufacturing terms: **Process B is more reliable**.

Work Step by Step

Process A $$ \bar{X}_A = \frac{0 + 1 + (-2) + 0 + (-2) + (-2) + 3}{7} = \frac{-2}{7} \approx -0.29 $$ $$ s^2_A = \frac{21.43}{7 - 1} = \frac{21.43}{6} \approx 3.57 $$ $$ s_A = \sqrt{3.57} \approx 1.89 $$ --- Process B $$ \bar{X}_B = \frac{1 + (-2) + (-1) + 1 + (-1) + 2}{6} = \frac{0}{6} = 0 $$ $$ s^2_B = \frac{12}{6 - 1} = \frac{12}{5} = 2.40 $$ $$ s_B = \sqrt{2.40} \approx 1.55 $$
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