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You measure 42 textbooks' weights, and find they have a mean weight of 72 ounces. Assume the population standard deviation is 8.9 ounces. Based on this, construct a 95% confidence interval for the true population mean textbook weight.[Note: z-test statistic critical value needs to be used since the population standard deviation is given.]Give your answers as decimals, to two places[,]

Question

You measure 42 textbooks' weights, and find they have a mean weight of 72 ounces. Assume the population standard deviation is 8.9 ounces. Based on this, construct a 95% confidence interval for the true population mean textbook weight.[Note: z-test statistic critical value needs to be used since the population standard deviation is given.]Give your answers as decimals, to two places[,]

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Solution

To construct a 95% confidence interval for the true population mean textbook weight, follow these steps:

  1. Identify the sample mean (xˉ\bar{x}), population standard deviation (σ\sigma), and sample size (nn):

    • xˉ=72\bar{x} = 72 ounces
    • σ=8.9\sigma = 8.9 ounces
    • n=42n = 42
  2. Determine the critical value for a 95% confidence interval using the z-distribution. For a 95% confidence level, the critical value (zz^*) is approximately 1.96.

  3. Calculate the standard error of the mean (SE): SE=σn=8.9421.374 SE = \frac{\sigma}{\sqrt{n}} = \frac{8.9}{\sqrt{42}} \approx 1.374

  4. Compute the margin of error (ME): ME=z×SE=1.96×1.3742.69 ME = z^* \times SE = 1.96 \times 1.374 \approx 2.69

  5. Determine the confidence interval: Lower limit=xˉME=722.69=69.31 \text{Lower limit} = \bar{x} - ME = 72 - 2.69 = 69.31 Upper limit=xˉ+ME=72+2.69=74.69 \text{Upper limit} = \bar{x} + ME = 72 + 2.69 = 74.69

Therefore, the 95% confidence interval for the true population mean textbook weight is [69.31,74.69][69.31, 74.69] ounces.

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