In: Statistics and Probability
The numerical course grades in a statistics course can be approximated by a normal model with a mean of 70 and a standard deviation of 10. The professor must convert the numerical grades to letter grades. She decides that she wants 10% A's, 30% B's, 40% C's, 15% D's, and 5% F's.
a. What is the cutoff for an A grade?
(Use 2 decimal places.) (Draw a picture!.)
a. What is the cutoff for an B grade?
(Use 2 decimal places.)
a. What is the cutoff for an C grade?
(Use 2 decimal places.)
a. What is the cutoff for an D grade?
(Use 2 decimal places.)
Solution:
We are given that grades are approximately normally distributed.
Mean = 70
SD = 10
a. What is the cutoff for an A grade?
Here, we have to find the cut-off for upper 10% grades (or lower 90%).
Z = 1.281552
(by using z-table)
X = Mean + Z*SD
X = 70 + 1.281552*10
X = 82.81552
Answer = 82.82
a. What is the cutoff for an B grade?
Z-score for upper (10+30) = 40% or lower 60% is given as below:
Z = 0.253347
(by using z-table)
X = Mean + Z*SD
X = 70 + 0.253347*10
X = 72.53347
Answer = 72.53
a. What is the cutoff for an C grade?
Z-score for upper (10+30 +40) = 80% or lower 20% is given as below:
Z = -0.84162
(by using z-table)
X = Mean + Z*SD
X = 70 + (-0.84162)*10
X = 61.5838
Answer = 61.58
a. What is the cutoff for an D grade?
Z-score for upper (10+30 +40 +15) = 95% or lower 5% is given as below:
Z = -1.64485
(by using z-table)
X = Mean + Z*SD
X = 70 + (-1.64485)*10
X = 53.5515
Answer = 53.55