A certain car averages 27.1 mpg with a standard deviation of 1.4 MPG if miles per gallon is normally distributed what is the minimum miles per gallon that puts a car in the top 30% of gas mileage

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Answer:

27.83 mpg is the minimum miles per gallon that puts a car in the top 30% of gas mileage.

Step-by-step explanation:

We are given the following information in the question:

Mean, μ = 27.1 mpg

Standard Deviation, σ = 1.4

We are given that the distribution of miles per gallon is a bell shaped distribution that is a normal distribution.

Formula:

[tex]z_{score} = \displaystyle\frac{x-\mu}{\sigma}[/tex]

We have to find the value of x such that the probability is 0.3

[tex]P( X > x) = P( z > \displaystyle\frac{x - 27.1}{1.4})=0.3[/tex]  

[tex]= 1 -P( z \leq \displaystyle\frac{x - 27.1}{1.4})=0.3 [/tex]  

[tex]=P( z \leq \displaystyle\frac{x - 27.1}{1.4})=0.7 [/tex]  

Calculation the value from standard normal z table, we have,  

[tex]\displaystyle\frac{x - 27.1}{1.4} = 0.524\\\\x = 27.83[/tex]  

Thus, 27.83 mpg is the minimum miles per gallon that puts a car in the top 30% of gas mileage.