In: Statistics and Probability
Suppose that grade point averages of undergraduate students at one university have a bell-shaped distribution with a mean of 2.61 and a standard deviation of 0.39. Using the empirical rule, what percentage of the students have grade point averages that are between 1.83 and 3.39?
The emperical rule or the 68-95-99.7 rule states that
(1) About 68% of the values fall within 1 standard deviation of the mean i.e from
Therefore 34% lies to the left i.e from to - 1 and 34% to the right i.e from to + 1
(2) About 95% of the values fall within 2 standard deviation of the mean i.e from
Therefore 47.5% lies to the left i.e from to - 2 and 47.5% to the right i.e from to + 2
(3) About 99.7% of the values fall within 3 standard deviation of the mean i.e from
Therefore 49.85% lies to the left i.e from to - 3 and 49.85% to the right i.e from to + 3
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Here we have the Mean () = 2.61 and = 0.39.
The value of 1.83 is below the mean. Therefore the number of standard deviations = (2.61 - 1.83)0.39 = 2
The value of 3.39 is above the mean. Therefore the number of standard deviations = (3.39 - 2.61)0.39 = 2
Therefore we need the % of values that lies between till = 95%