Question 13
6 pts
A manufacturer knows that their items have a normally distributed lifespan, with a mean of 13.1 years, and standard deviation of 4.1 years.
The $9 \%$ of items with the shortest lifespan will last less than how many years?
Round your answer to one decimal place.
Submit and End
Final Answer: The 9% of items with the shortest lifespan will last less than \(\boxed{7.6}\) years.
Step 1 :Given that the lifespan of the items is normally distributed with a mean of 13.1 years and a standard deviation of 4.1 years.
Step 2 :We are asked to find the lifespan below which the shortest 9% of items will last.
Step 3 :This corresponds to finding the lifespan at the 9th percentile of the distribution.
Step 4 :We can find this by first finding the z-score that corresponds to the 9th percentile, which is approximately -1.34.
Step 5 :We then convert this z-score to a lifespan in years using the formula \(lifespan = mean + z\_score \times std\_dev\).
Step 6 :Substituting the given values, we get \(lifespan = 13.1 + (-1.34) \times 4.1\).
Step 7 :Calculating the above expression, we get a lifespan of approximately 7.6 years.
Step 8 :Rounding this to one decimal place, we get a lifespan of 7.6 years.
Step 9 :Final Answer: The 9% of items with the shortest lifespan will last less than \(\boxed{7.6}\) years.