consider the normal distribution curve. which statements are true about the curve? check all that apply. the…

consider the normal distribution curve. which statements are true about the curve? check all that apply. the standard deviation of the data is 64. the variance of the data is 49. the median is 64. the data point 75 is less than one standard deviation from the mean. the data point 50 is two standard deviations away from the mean.
Answer
Explanation:
Step1: Recall standard - deviation and variance relationship
The variance $\sigma^{2}$ is related to the standard deviation $\sigma$ by the formula $\sigma^{2}=\sigma\times\sigma$. Given $\sigma = 7$, then $\sigma^{2}=7\times7 = 49$.
Step2: Recall properties of normal distribution
In a normal distribution, the mean, median, and mode are equal. The peak of the normal - distribution curve is at the mean/median/mode. Here, the peak is at $x = 64$, so the median is 64.
Step3: Calculate number of standard deviations from the mean
The mean is 64 and the standard deviation $\sigma=7$. For a data - point $x$, the number of standard deviations from the mean is $z=\frac{x - \mu}{\sigma}$, where $\mu$ is the mean. For $x = 75$, $z=\frac{75 - 64}{7}=\frac{11}{7}\approx1.57>1$. For $x = 50$, $z=\frac{50 - 64}{7}=\frac{- 14}{7}=-2$.
Answer:
The variance of the data is 49. The median is 64. The data point 50 is two standard deviations away from the mean.