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The distribution of height among 1000 newborn boys has the mean of 50 cm and the variance of 2.5 cm2. How many boys are expected to be between 45.2 and 54.8 cm tall?

A. 100
B. 680
C. 950
D. 990
E. 1,000

1 Answer

4 votes

Final answer:

To find the number of newborn boys expected to be between 45.2 and 54.8 cm tall, we apply the empirical rule to the normal distribution with a mean of 50 cm and a standard deviation of 1.58 cm. Approximately 99.7% are expected within 3 standard deviations, which corresponds to 997 of the 1000 boys, but the closest option is D. 990.

Step-by-step explanation:

The question involves the application of the normal distribution and the empirical rule to determine how many newborn boys fall within a certain range of heights. Given that the distribution of height among newborn boys has a mean (μ) of 50 cm and a variance (σ²) of 2.5 cm², we can infer that the standard deviation (σ) is the square root of the variance, which equals 1.58 cm. Using the empirical rule:

  • Approximately 68% of the data falls within 1 σ of the mean (50 cm ± 1.58 cm).
  • Approximately 95% falls within 2 σ of the mean (50 cm ± 3.16 cm).
  • Approximately 99.7% falls within 3 σ of the mean (50 cm ± 4.74 cm).

The range from 45.2 to 54.8 cm is approximately 3 σ from the mean, which captures about 99.7% of the data according to the empirical rule. Therefore, of the 1000 newborn boys, we would expect approximately 99.7% of them to fall within this range. This corresponds to 997 boys, but since we are limited to the options provided, the closest answer is D. 990.

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