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Q6.4☆ Points: 2 Suppose that Angela wants to use her sample to create a 68% confidence interval for the true population median of boba weight per drink and she knows that the population SD is 2 grams. What is the minimum sample size she needs to create a confidence interval that has a width of 0.4 grams?

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Answer:

She needs a sample size of 25.

Explanation:

We have that to find our
\alpha level, that is the subtraction of 1 by the confidence interval divided by 2. So:


\alpha = (1 - 0.68)/(2) = 0.16

Now, we have to find z in the Ztable as such z has a pvalue of
1 - \alpha.

That is z with a pvalue of
1 - 0.16 = 0.84, so Z = 0.995.

Now, find the margin of error M as such


M = z(\sigma)/(√(n))

In which
\sigma is the standard deviation of the population and n is the size of the sample.

The population SD is 2 grams.

This means that
\sigma = 2

What is the minimum sample size she needs to create a confidence interval that has a width of 0.4 grams?

She needs a sample size of n.

n is found when M = 0.4. So


M = z(\sigma)/(√(n))


0.4 = 0.995(2)/(√(n))


√(n) = (0.995*2)/(0.4)


(√(n))^2 = ((0.995*2)/(0.4))^2


n = 24.8

Rounding up:

She needs a sample size of 25.

User Manik Magar
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