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Question
at a local high school, gpas are normally distributed with a mean of 2.9 and standard deviation of 0.6. what percentage of students at the high school have a gpa between 2.3 and 3.5? 84% 68% 95% 99.7%
Step1: Calculate z - scores
The z - score formula is $z=\frac{x-\mu}{\sigma}$, where $\mu$ is the mean, $\sigma$ is the standard deviation, and $x$ is the value.
For $x = 2.3$, $z_1=\frac{2.3 - 2.9}{0.6}=\frac{- 0.6}{0.6}=-1$.
For $x = 3.5$, $z_2=\frac{3.5 - 2.9}{0.6}=\frac{0.6}{0.6}=1$.
Step2: Use the empirical rule
The empirical rule for a normal distribution states that approximately 68% of the data lies within 1 standard deviation of the mean. That is, the percentage of data between $z=-1$ and $z = 1$ is 68%.
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68%