Suppose that IQ scores have a bell-shaped distribution with a mean of 97 and a standard deviation of 12. Using the empirical rule, what percentage of IQ scores are greater than 133? Please do not round your answer.

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Answer:

0.15%

Step-by-step explanation:

We have been given that IQ scores have a bell-shaped distribution with a mean of 97 and a standard deviation of 12. We are asked to find the percentage of IQ scores that are greater than 133 using the empirical rule.

First of all, we will find z-score for given sample score of 133 as z-score tells us a data point is how many standard deviation away from mean.

[tex]z=\frac{x-\mu}{\sigma}[/tex], where,

[tex]z[/tex] = Z-score,

[tex]x[/tex] = Sample score,

[tex]\mu[/tex] = Mean,

[tex]\sigma[/tex] = Standard deviation.

[tex]z=\frac{133-97}{12}[/tex]

[tex]z=\frac{36}{12}[/tex]

[tex]z=3[/tex]

We know that according to the empirical rule 68% of data lies within one standard deviation of mean, 95% of data lies within two standard deviation of mean and 99.7% of data lies within one standard deviation of mean.

Since 133 is 3 standard deviation above mean, so 0.3% lies above and below 3 standard deviation.

Since we need IQ scores above 133, so we will divide 0.3% by 2 as:

[tex]\frac{0.3\%}{2}=0.15\%[/tex]

Therefore, 0.15% of IQ scores are greater than 133.