Studies of a particular type of car tyre show that the mileage for which it can be used legally follows a normal distribution with mean 38000 miles and standard deviation 2500 miles. The manufacturers claim that ' 9 out of 10 of our tyres last more than 35000 miles'. Is the claim justified?

Short Answer

Expert verified
Answer: No, the manufacturer's claim is not justified as the probability of tyres lasting more than 35000 miles is 0.8849 (88.49%), which is less than 90%.

Step by step solution

01

Identify the given values

We are given the following information: Mean (μ) = 38000 miles Standard deviation (σ) = 2500 miles Mileage limit (X) = 35000 miles
02

Calculate the Z-score

We will use the Z-score formula to convert the mileage limit to a standard Z-score: Z = (X - μ) / σ Substitute the given values: Z = (35000 - 38000) / 2500 Z = -3000 / 2500 Z = -1.2
03

Find the probability from the Z-score

Now we need to find the probability associated with this Z-score using the standard normal distribution table: P(Z > -1.2) = 1 - P(Z <= -1.2) Looking up the value of P(Z <= -1.2) in the standard normal distribution table, we get 0.1151. Now, subtract this from 1 to get P(Z > -1.2): P(Z > -1.2) = 1 - 0.1151 = 0.8849
04

Compare the probability to the manufacturer's claim

To justify the manufacturer's claim, the probability of tyres lasting more than 35000 miles should be greater than or equal to 0.9 (90%): 0.8849 >= 0.9 Since 0.8849 is not greater than or equal to 0.9, the manufacturer's claim of "9 out of 10 of our tyres last more than 35000 miles" is NOT justified.

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