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

the heights of a certain type of tree are approximately normally distributed with a mean height μ = 5 ft and a standard deviation σ = 0.4 ft. which statement must be true? a tree with a height of 5.4 ft is 1 standard deviation below the mean. a tree with a height of 4.6 ft is 1 standard deviation above the mean. a tree with a height of 5.8 ft is 2.5 standard deviations above the mean. a 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, $\mu$ is the mean and $\sigma$ is the standard deviation. Here, $\mu = 5$ and $\sigma=0.4$.
Step2: Check option A
For $x = 5.4$, $z=\frac{5.4 - 5}{0.4}=\frac{0.4}{0.4}=1$. So 5.4 ft is 1 standard deviation above the mean, not below.
Step3: Check option B
For $x = 4.6$, $z=\frac{4.6 - 5}{0.4}=\frac{- 0.4}{0.4}=-1$. So 4.6 ft is 1 standard deviation below the mean, not above.
Step4: Check option C
For $x = 5.8$, $z=\frac{5.8 - 5}{0.4}=\frac{0.8}{0.4}=2$. So 5.8 ft is 2 standard deviations above the mean, not 2.5.
Step5: Check option D
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.