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Question: The mean and standard deviation of a random sample of n measurements are equal to 33.9 and 3.3, respectively.

a. Find a 95% confidence interval for μif n = 100.

b. Find a 95% confidence interval forμ if n = 400.

c. Find the widths of the confidence intervals found in parts a and b. What is the effect on the width of a confidence interval of quadrupling the sample size while holding the confidence coefficient fixed?

Short Answer

Expert verified

Answer

a.(345468±33.2532)b.(34.2234±33.5766)c.Noeffect

Step by step solution

01

Computing μ when n is 100

As the given confidence interval is 95%, so the significance level will automatically be 5% which means 0.05.

It can be said that α2=0.052

=0.025

Now the value of Zα2 can be found from the z table, and the value is 1.96.

The margin of error is calculated below:

The calculation of the confidence intervals of the boundaries are calculated below:

02

Computing μ when n is 100, x  is 4.05 and σ2 is 0.83

2.

As the given confidence interval is 95%, the significance level will automatically be 5% which means 0.05.

Therefore, it can be said thatα2=0.052

Now the value of can be found from the z table, and the value is 1.96.

The margin of error is calculated below:

The calculation of the confidence intervals of the boundaries are calculated below:

03

Determination of the width of the confidence intervals

3.

For part (a), the width of the confidence interval will range between 33.2532 and 34.5468. For part (b), the width of the confidence interval will range between 33.5766 and 34.2234.

If the sample size is quadrupled, the width will not change.The confidence coefficient has already been asked to keep constant, which gets added or subtracted from the respective means to get the value of the widths. With constant coffircient, the mean is constant, so the width will remain constant.

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