In: Statistics and Probability
The Graduate Management Admission Test (GMAT) is a standardized exam used by many universities as part of the assessment for admission to graduate study in business. The average GMAT score is 547 (Magoosh website, January 5, 2015). Assume that GMAT scores are bell-shaped with a standard deviation of 100 .
a. What percentage of GMAT scores are 647 or higher?
b. What percentage of GMAT scores are 747 or higher (to 1 decimal)?
c. What percentage of GMAT scores are between 447 and 547?
d. What percentage of GMAT scores are between 347 and 647 (to 1 decimal)?
Solution:
Given that,
mean = = 547
standard deviation = = 100
a ) p ( x > 647)
= 1 - p (x < 647 )
= 1 - p ( x - / ) < ( 647 - 547 /100)
= 1 - p ( z < -100 / 100)
= 1 - p ( z < 1 )
Using z table
= 1 - 0.8413
= 0.1587
Probability = 0.1587
GMAT scores is = 15.87%
b ) p ( x > 747)
= 1 - p (x < 747 )
= 1 - p ( x - / ) < ( 747 - 547 /100)
= 1 - p ( z < 200 / 100)
= 1 - p ( z < 2 )
Using z table
= 1 - 0.9772
= 0.0228
Probability = 0.0228
GMAT scores is = 2.3%
c ) p ( 447 < x < 547 )
= p (447 - 547 / 100) < ( x - / ) < ( 547 - 547 / 100)
= p ( - 100 / 100 < z < 0 / 100 )
= p (- 1 < z < 0 )
= p (z < 0 ) - p ( z < - 1 )
Using z table
= 0.5000 - 0.1587
= 0.3413
Probability = 0.3413
GMAT scores is = 34.13%
d ) p ( 347 < x < 647 )
= p (347 - 547 / 100) < ( x - / ) < ( 647 - 547 / 100)
= p ( - 200 / 100 < z < 100 / 100 )
= p (- 2 < z < 1 )
= p (z < 1 ) - p ( z < - 2 )
Using z table
= 0.8413 -0.0228
= 0.8185
Probability = 0.8185
GMAT scores is = 81.9%