In: Statistics and Probability
Solve the problem. A history teacher assigns letter grades on a test according to the following scheme: A: Top 10% B: Scores below the top 10% and above the bottom 60% C: Scores below the top 40% and above the bottom 20% D: Scores below the top 80% and above the bottom 10% F: Bottom 10% Scores on the test are normally distributed with a mean of 68 and a standard deviation of 12.5. Find the numerical limits for each letter grade.
Given that
Let X is a random variable shows the score.
For grade A:
The z-score 1.28 has 0.10 area to its right and 0.90 area to its left so score corresponding to grade A is
That is scores greater than equal to 84 will receive letter A.
For grade B:
Using excel function "=NORMSINV(0.6)", the z-score 0.25 has 0.60 area to its left so lower score corresponding to grade B is
That is scores greater than 71 and less than 84 will receive letter B.
For grade C:
Using excel function "=NORMSINV(0.2)", the z-score -0.84 has 0.20 area to its left so lower score corresponding to grade C is
That is scores greater than equal to 57.5 and less than equal to 71 will receive letter C.
For grade D:
Using excel function "=NORMSINV(0.10)", the z-score -1.28 has 0.10 area to its left so lower score corresponding to grade D is
That is scores greater than equal to 52 and less than 57.5 will receive letter D.
For grade F:
Using excel function "=NORMSINV(0.10)", the z-score -1.28 has 0.10 area to its left so upper score corresponding to grade F is
That is scores less than 52 will receive letter F.