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What’s Wrong? Heights of adult males are known to have a normal distribution, as described in this section. A researcher claims to have randomly selected adult males and measured their heights with the resulting relative frequency distribution as shown here. Identify two major flaws with these results.

Heights (cm)

Relative Frequency

130-144

23%

145-159

25%

160-174

22%

175-189

27%

190-204

28%

Short Answer

Expert verified

The two flaws in the given distribution are as follows.

  • The heights of the males are given to follow a normal distribution but the given frequency distribution distinctly varies from the normal distribution.
  • The sum of all the relative frequencies is greater than 100%.

Step by step solution

01

Given information

The relative frequency distribution of the heights of males (in cm) is given.

The heights of the men are considered to follow a normal distribution.

02

Normal distribution

A frequency distribution is considered to follow the normal distribution if the frequencies gradually increase from a small value, achieve a maximum value, and then gradually decline.

Here, the relative frequencies of all the classes are approximately equal to each other.

There is no pattern of an eventual increase in the frequencies followed by a gradual decline.

Thus, the heights of the men as per the given distribution do not appear to be normally distributed. This is one flaw with the given frequency distribution.

03

Relative frequencies

It is known that the sum of the relative frequencies for all classes should be equal to 100%.

Here, the sum of the frequencies is computed below.

Sumofallrelativefrequencies=23%+25%+22%+27%+28%=125%

As the sum of all relative frequencies exceeds 100%, there is a major flaw in the given frequency distribution.

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