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IQ scores are normally distributed with a mean of 100 and a standard deviation of 15. What percentage of people have an IQ score less than 85, to the nearest tenth?

User Dickey Singh
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1 Answer

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17 votes

Answer:

15.9%

Explanation:

You want the percentage of people with an IQ less than 85, assuming IQ values are normally distributed with a mean of 100 and a standard deviation of 15.

CDF

The probability of interest can be found using the normalCDF function of a calculator or spreadsheet. The range of X-values, the mean, and the standard deviation are required. Here, we're interested in the probability that X is less than 85, so the interval of interest is (-∞, 85].

The calculator result, rounded to tenths, is shown in the attachment.

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Additional comment

The limit of interest (85) is one standard deviation below the mean:

85 = 100 -15

The "empirical rule" tells us that 68% of a normal distribution is within 1 standard deviation of the mean. That suggests that the percentage in the lower tail is (1 -0.68)/2 = 0.16 = 16%.

The empirical rule is not able to get us to the nearest tenth percent, but it confirms the magnitude of the result we found.

IQ scores are normally distributed with a mean of 100 and a standard deviation of-example-1
User Levon
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