Elementary Statistics: A Step-by-Step Approach with Formula Card 9th Edition

Published by McGraw-Hill Education
ISBN 10: 0078136334
ISBN 13: 978-0-07813-633-7

Chapter 6 - The Normal Distribution - 6-1 Normal Distribution - Extending the Concepts - Page 324: 51

Answer

$P(-1\lt z\lt 1)=0.6827$ $P(-2\lt z\lt 2)=0.9545$ $P(-3\lt z\lt 3)=0.9973$ see comparisons below.

Work Step by Step

The empirical rule states that • Approximately 68% of the data values will fall within 1 standard deviation of the mean. • Approximately 95% of the data values will fall within 2 standard deviations of the mean. • Approximately 99.7% of the data values will fall within 3 standard deviations of the mean. $P(-1\lt z\lt 1)=1-2P(Z=-1)=0.6827$ while the empirical rule gives 0.68 which is fairly close. $P(-2\lt z\lt 2)=1-2P(Z=-2)=0.9545$ while the empirical rule gives 0.95 which is reasonably close. $P(-3\lt z\lt 3)=1-2P(Z=-3)=0.9973$ while the empirical rule gives 0.997 which is very close.
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