Question 1.PR.11: On a test taken by 100 students, the average mark is 65, wit...

On a test taken by 100 students, the average mark is 65, with variance 144. Student A scores 83, student B scores 47.
(a) Calculate the z-scores for these two students.
(b) What is the maximum number of students with a score either better than A’s or worse than B’s?
(c) What is the maximum number of students with a score better than A’s?

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(a) z = 1.5 and −1.5 respectively.
(b) Using Chebyshev’s theorem with k = 1.5, we have that at least (1 − 1/1.5²) = 0.56 (56%) lies within 1.5 standard deviations of the mean, so at most 0.44 (44 students) lies outside the range.
(c) Chebyshev’s theorem applies to both tails, so we cannot answer this part. You cannot halve the figure of 0.44 because the distribution may be skewed.

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