10. Normal Distributions
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For a normally distributed data set, 50 % of the values are at or below the mean.
Distribution A, see solution.
We are asked to determine which distribution, A or B, has more data values below 40. To do that we will first find the percentage of values that are below 40 for Distribution A.
We are told that Distribution A has a mean of 40 and a standard deviation of 2.4.
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Distribution B has also a mean of 40. However, the standard deviation is equal to 2.8.
Similarly to before, half (50 %) of the values are at or below 40.
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| Number of Values at or Below 40 | |
|---|---|
| Distribution A | 25 |
| Distribution B | 15 |
We can see that Distribution A has more values at or below 40.