Question

In: Statistics and Probability

For the same sample size, would you rather have a 95% CI [confidence interval] or a...

For the same sample size, would you rather have a 95% CI [confidence interval] or a 85% CI? Why or why not?

Solutions

Expert Solution

A 95 % confidence interval would be preferred over 85 % confidence interval because 95 % CI will be more wider than 85 % CI . Therefore, it's more likely that it will contain the true value.  If I make a confidence interval narrower by using 85 % Confidence level with lower variability and higher sample size it just becomes precise but not accurate , the likely values cover a smaller range. If I increase the coverage by using a 95% calculation it becomes more accurate, the true value is more likely to be within the range.

Typically, you are going to need a bigger interval when you want to be 95% certain that the true value is in it, than when you only need to be 85% certain, so indeed, the more confidence you need, the broader the interval you will need to pick.

In this sense, 95% CIs are more accurate which simply means you have less doubt that you will have missed the true value.


Related Solutions

What sample size would you need to make the 99% confidence interval have the same margin...
What sample size would you need to make the 99% confidence interval have the same margin of error as the 90% confidence interval?
13) What is the minimal sample size needed for a 95% confidence interval to have a...
13) What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.28 (b) there is no preliminary estimate for p
What is the minimal sample size needed for a 95% confidence interval to have a maximal...
What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.16 (b) there is no preliminary estimate for p
What is the minimal sample size needed for a 95% confidence interval to have a maximal...
What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.28 (b) there is no preliminary estimate for p
What is the minimal sample size needed for a 95% confidence interval to have a maximal...
What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.39 (b) there is no preliminary estimate for p
what is the minimal sample size needed for a 95% confidence interval to have a maximal...
what is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? ( Round your answers up to the nearest whole number) (a) a preliminary estimate for p is 0.34 (b) there is no preliminary estimate for p
What is the minimal sample size needed for a 95% confidence interval to have a maximal...
What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.31 (b) there is no preliminary estimate for p For this problem, carry at least four digits after the decimal in your calculations. Answers may vary slightly due to rounding. A random sample of medical files is used to estimate...
What is the minimal sample size needed for a 95% confidence interval to have a maximal...
What is the minimal sample size needed for a 95% confidence interval to have a maximal margin of error of 0.1 in the following scenarios? (Round your answers up the nearest whole number.) (a) a preliminary estimate for p is 0.15 (b) there is no preliminary estimate for p
What sample size would be needed to construct a 95% confidence interval with a 3% margin...
What sample size would be needed to construct a 95% confidence interval with a 3% margin of error on any population proportion?
2. What is the sample size, n, for a 95% confidence interval on the mean, if...
2. What is the sample size, n, for a 95% confidence interval on the mean, if we know that the process’ standard error is 3.2 units, and we want to allow at most 1.0 units for our error? 3. Let’s say that you just randomly pulled 32 widgets from your production line and you determined that you need a sample size of 46 widgets, However, you get delayed in being able to pull another bunch of widgets from the line...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT