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A study of 55 apple trees showed that the average number of apples per tree was 825. The standard deviation of the population is 100. Which of the following is the 80% confidence interval for the mean number of apples per tree for all trees?

A) 818 μ 832
B) 800 μ 850
C) 808 μ 842
D) 795 μ 855

1 Answer

4 votes

Final answer:

The calculated 80% confidence interval for the mean number of apples per tree is (807.73, 842.27), which closely aligns with Option C (808, 842) provided by the student assuming potential rounding differences.

Step-by-step explanation:

To find the 80% confidence interval for the mean number of apples per tree for all trees, given the sample mean (\(\bar{x}\)) is 825 apples, the standard deviation (\(\sigma\)) of the population is 100 apples, and the sample size (\(n\)) is 55 trees, we use the formula for a confidence interval when the population standard deviation is known:

\[CI = \bar{x}\pm z^*\cdot\frac{\sigma}{\sqrt{n}}]\

For an 80% confidence level, the z-score (\(z^*\)) is approximately 1.28. Plugging in the values, we get:

\[CI = 825 \pm (1.28)\cdot\frac{100}{\sqrt{55}}]\

After calculating we find:

\[CI = 825 \pm (1.28)\cdot(13.49)]\

\[CI = 825 \pm 17.27]\

So, the confidence interval is (807.73, 842.27).

This interval does not match exactly any of the provided options A-D, suggesting a potential error in the options provided or a need to check for rounding differences in tables or calculators. Based on calculations, we would expect an interval closest to Option C (808, 842).

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