In: Statistics and Probability
The Graduate Management Admission Test (GMAT) is a test required for admission into many Master of Business Administration (MBA) programs. Total scores on the GMAT are normally distributed. The Graduate Management Admission Council, who administers the test, claims that the mean total score is 579. (Source: http://www.mba.com/.) Suppose a random sample of 8 students took the test, and their scores are given below.
699, 560, 414, 570, 521, 663, 727, 413
At the 0.05 level of significance, test the claim that the mean score is less than 579.
Set up the curve with the rejection region and critical value. State conclusion in a sentence.
First we need to find the mean and SD of data set. Following table shows the calculations:
X | (X-mean)^2 | |
699 | 16416.01563 | |
560 | 118.265625 | |
414 | 24609.76563 | |
570 | 0.765625 | |
521 | 2487.515625 | |
663 | 8487.015625 | |
727 | 24375.01563 | |
413 | 24924.51563 | |
Total | 4567 | 101418.875 |
----------------------------------
Conclusion: There is no evidence to conclude that the mean score is less than 579.
Following is the curve:
-----------------------------------------------------------------------------------------