Question

In: Statistics and Probability

1. The Graduate Management Admission Test (GMAT) is a test required for admission into many masters...

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?

Solutions

Expert Solution

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


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