the heights of a certain type of tree are approximately normally distributed with a mean height $mu = 5$ ft…

the heights of a certain type of tree are approximately normally distributed with a mean height $mu = 5$ ft and a standard deviation $sigma = 0.4$ ft. which statement must be true?\na tree with a height of 5.4 ft is 1 standard deviation below the mean.\na tree with a height of 4.6 ft is 1 standard deviation above the mean.\na tree with a height of 5.8 ft is 2.5 standard deviations above the mean.\na tree with a height of 6.2 ft is 3 standard deviations above the mean.
Answer
Explanation:
Step1: Recall z - score formula
The z - score formula is $z=\frac{x - \mu}{\sigma}$, where $x$ is the value from the data set, $\mu$ is the mean and $\sigma$ is the standard deviation.
Step2: Check option 1
For $x = 5.4$, $z=\frac{5.4 - 5}{0.4}=\frac{0.4}{0.4}=1$. So a tree of height 5.4 ft is 1 standard deviation above the mean, not below.
Step3: Check option 2
For $x = 4.6$, $z=\frac{4.6 - 5}{0.4}=\frac{- 0.4}{0.4}=-1$. So a tree of height 4.6 ft is 1 standard deviation below the mean, not above.
Step4: Check option 3
For $x = 5.8$, $z=\frac{5.8 - 5}{0.4}=\frac{0.8}{0.4}=2$. So a tree of height 5.8 ft is 2 standard deviations above the mean, not 2.5.
Step5: Check option 4
For $x = 6.2$, $z=\frac{6.2 - 5}{0.4}=\frac{1.2}{0.4}=3$. So a tree with a height of 6.2 ft is 3 standard deviations above the mean.
Answer:
A tree with a height of 6.2 ft is 3 standard deviations above the mean.