In: Statistics and Probability
1. The Graduate Management Admission Test (GMAT) is a test required for admission into many masters of business administration (MBA) programs. Suppose a random sample of 8 students took the test, and their scores are given below. 699, 560, 414, 570, 521, 663, 727, 413
-Find a point estimate of the population mean -Construct and interpret a 95% confidence interval for the true mean score for the population.
-How many students should be surveyed to estimate the mean score within 25 points with 90% confidence?
-How many students should be surveyed to estimate the mean score within 25 points with 95% confidence?
-. How many students should be surveyed to estimate the mean score within 25 points with 99% confidence?
1)
Point estimate of population mean is the average of data points and obtained using the excel function =AVERAGE(),
The 95% confidence interval is,
where z-value is 1.96 for 95% confidence interval (obtained from z-distribution table for alpha=0.05) and SE is the standard error,
The standard deviation "s" is obtained using the excel function =STDEV() which gives s = 120.3678
Now,
2)
where z = 1.64 for 90% confidence interval, s = 120.3678
3)
Here z = 1.96 for 95% confidence interval
4)
Here z = 2.576 for 99% confidence interval