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In an all boys school, the heights of the student body are normally distributed with a mean of 71 inches and a standard deviation of 4.5 inches. Out of the 993 boys who go to that school, how many would be expected to be between 63 and 72 inches tall, to the nearest whole number?

In an all boys school, the heights of the student body are normally distributed with a mean of 7171 inches and a standard deviation of 44.55 inches. Out of the 993993 boys who go to that school, how many would be expected to be between 6363 and 7272 inches tall, to the nearest whole number?

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Q. In an all boys school, the heights of the student body are normally distributed with a mean of 7171 inches and a standard deviation of 44.55 inches. Out of the 993993 boys who go to that school, how many would be expected to be between 6363 and 7272 inches tall, to the nearest whole number?
  1. Identify Parameters: Identify the parameters of the normal distribution. The mean μ\mu is 7171 inches, and the standard deviation σ\sigma is 4.54.5 inches.
  2. Convert Heights to Z-scores: Convert the given heights into z-scores.\newlineTo find the z-score for 6363 inches, we use the formula: z=Xμσz = \frac{X - \mu}{\sigma}, where XX is the height.\newlineFor 6363 inches: z=63714.5=84.51.78z = \frac{63 - 71}{4.5} = \frac{-8}{4.5} \approx -1.78\newlineFor 7272 inches: z=72714.5=14.50.22z = \frac{72 - 71}{4.5} = \frac{1}{4.5} \approx 0.22
  3. Use Normal Distribution Table: Use the standard normal distribution table to find the probabilities corresponding to the z-scores.\newlineFor z=1.78z = -1.78, the table gives us a probability of approximately 0.03750.0375.\newlineFor z=0.22z = 0.22, the table gives us a probability of approximately 0.58710.5871.
  4. Calculate Probability Range: Calculate the probability of a student being between 6363 and 7272 inches tall.\newlineTo find this probability, we subtract the probability of z=1.78z = -1.78 from the probability of z=0.22z = 0.22.\newlineProbability (63 < X < 72) = P(z < 0.22) - P(z < -1.78) \approx 0.5871 - 0.0375 = 0.5496
  5. Calculate Expected Number: Calculate the expected number of boys within the height range.\newlineTo find the expected number, we multiply the total number of boys by the probability calculated in the previous step.\newlineNumber of boys == Total number of boys ×\times Probability (63 < X < 72)\newlineNumber of boys 993×0.5496545.5\approx 993 \times 0.5496 \approx 545.5
  6. Round Expected Number: Round the expected number to the nearest whole number.\newlineThe expected number of boys between 6363 and 7272 inches tall is approximately 546546 when rounded to the nearest whole number.

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