Answer :
Let's analyze the statement using the 68-95-99.7 rule, which is a guideline for understanding normal distributions. It states that:
- 68% of the data falls within one standard deviation of the mean.
- 95% of the data falls within two standard deviations of the mean.
- 99.7% of the data falls within three standard deviations of the mean.
Given:
- Mean height ([tex]\mu[/tex]) = 70 inches
- Standard deviation ([tex]\sigma[/tex]) = 3 inches
Now, let's examine the statements:
About 95 percent of the adult men in the U.S. are between 73 inches and 76 inches tall.
- Analysis:
- Two standard deviations from the mean is from [tex]\mu - 2\sigma[/tex] to [tex]\mu + 2\sigma[/tex]:
- [tex]70 - 2(3) = 64[/tex] inches to [tex]70 + 2(3) = 76[/tex] inches.
- This range should be 64 inches to 76 inches, not 73 inches to 76 inches. Thus, this statement is incorrect.
- Analysis:
99.7 percent of the men in the U.S. are between 61 inches and 79 inches tall.
- Analysis:
- Three standard deviations from the mean is from [tex]\mu - 3\sigma[/tex] to [tex]\mu + 3\sigma[/tex]:
- [tex]70 - 3(3) = 61[/tex] inches to [tex]70 + 3(3) = 79[/tex] inches.
- This range accurately reflects the 99.7% range, so this statement is correct.
- Analysis:
68 percent of the men in the U.S. are between 64 inches and 67 inches in height.
- Analysis:
- One standard deviation from the mean is from [tex]\mu - \sigma[/tex] to [tex]\mu + \sigma[/tex]:
- [tex]70 - 3 = 67[/tex] inches to [tex]70 + 3 = 73[/tex] inches.
- The correct range should be 67 inches to 73 inches. Therefore, this statement is incorrect.
- Analysis:
To summarize, out of the three statements, only the second one is correct. The other two statements do not align with the 68-95-99.7 rule when applied correctly.