the life spans of a computer manufacturers hard drives are normally distributed, with a mean of 3 years 6…

the life spans of a computer manufacturers hard drives are normally distributed, with a mean of 3 years 6 months and a standard deviation of 9 months. what is the probability of a randomly selected hard drive from the company lasting between 2 years 3 months and 3 years 3 months? use the portion of the standard normal table below to help answer the question.\n\n| z | probability |\n|----|----| \n| 0.00 | 0.5000 |\n| 0.23 | 0.5910 |\n| 0.33 | 0.6293 |\n| 0.67 | 0.7486 |\n| 1.00 | 0.8413 |\n| 1.33 | 0.9082 |\n| 1.67 | 0.9525 |\n| 2.00 | 0.9772 |\n\n32%\n37%
Answer
Explanation:
Step1: Convert time to months
The mean $\mu = 3\times12 + 6=42$ months, the standard - deviation $\sigma = 9$ months. The lower value $x_1=2\times12 + 3 = 27$ months and the upper value $x_2=3\times12+3 = 39$ months.
Step2: Calculate the z - scores
The z - score formula is $z=\frac{x-\mu}{\sigma}$. For $x = x_1 = 27$ months, $z_1=\frac{27 - 42}{9}=\frac{- 15}{9}\approx - 1.67$. For $x = x_2 = 39$ months, $z_2=\frac{39 - 42}{9}=\frac{-3}{9}\approx - 0.33$. We know that the standard normal distribution is symmetric about $z = 0$. So, $P(-1.67<Z<-0.33)=P(0.33 < Z<1.67)$. $P(0.33 < Z<1.67)=P(Z < 1.67)-P(Z < 0.33)$. From the standard - normal table, $P(Z < 1.67)=0.9525$ and $P(Z < 0.33)=0.6293$.
Step3: Calculate the probability
$P(0.33 < Z<1.67)=0.9525 - 0.6293=0.3232\approx32%$.
Answer:
32%