Heights of men on a baseball team have a bell-shaped distribution with a mean of 176 cm and a standard deviation of 7 cm.
Using the empirical rule, what is the approximate percentage of the men between the following values?
a.169 cm and 183 cm
b.162 cm and190 cm
mean = 176 , s = 7
a)
The key to solving this problem is to recognize that 169 and 183
are each exactly 1 standard deviation away
from the mean of 176. Therefore, 1 standard deviation from the mean
is
176 - 7 = 169 cm
176 + 7 = 183 cm
The empirical rule tells us that about 68% of all values are
within 1 standard deviation of the mean, so
about 68% of men are between 172 cm and 186 cm.
b)
The key to solving this problem is to recognize that 162 and 190
are each exactly 2 standard deviations
away from the mean of 176. Therefore, 3 standard deviations from
the mean is
176 − 2 ∙ 7 = 162,
176 + 2 ∙ 7 = 190.
The empirical rule tells us that about 95% of all values are within
2 standard deviations of the mean,
so about 95% of men are between 162cm and 190 cm.
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