You measure 22 turtles' weights, and find they have a mean weight of 72 ounces. Assume the population standard deviation is 13.5 ounces. Based on this, construct a 90% confidence interval for the true population mean turtle weight.

Give your answers as decimals, to two places

1 answer

To construct a 90% confidence interval for the true population mean turtle weight, we can use the formula for the confidence interval given by:

\[ \text{CI} = \bar{x} \pm z \left(\frac{\sigma}{\sqrt{n}}\right) \]

Where:

  • \(\bar{x}\) is the sample mean (72 ounces)
  • \(z\) is the z-score corresponding to the desired confidence level (90%)
  • \(\sigma\) is the population standard deviation (13.5 ounces)
  • \(n\) is the sample size (22 turtles)

Step 1: Find the z-score for a 90% confidence level.

For a confidence level of 90%, the z-score corresponds to the critical value that leaves 5% in each tail of the normal distribution. Using a standard normal distribution table or a calculator, the z-score for 90% confidence is approximately:

\[ z \approx 1.645 \]

Step 2: Calculate the standard error (SE).

\[ SE = \frac{\sigma}{\sqrt{n}} = \frac{13.5}{\sqrt{22}} \approx \frac{13.5}{4.690} \approx 2.88 \]

Step 3: Calculate the margin of error (ME).

\[ ME = z \times SE \approx 1.645 \times 2.88 \approx 4.73 \]

Step 4: Construct the confidence interval.

\[ \text{CI} = \bar{x} \pm ME = 72 \pm 4.73 \]

Calculating the two bounds of the interval:

  • Lower bound: \(72 - 4.73 \approx 67.27\)
  • Upper bound: \(72 + 4.73 \approx 76.73\)

Thus, the 90% confidence interval for the true population mean turtle weight is:

\[ (67.27, 76.73) \]

Finally, the answers to two decimal places are:

Lower bound: 67.27
Upper bound: 76.73