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June 2014 p61 q1
3149
The petrol consumption of a certain type of car has a normal distribution with mean 24 kilometres per litre and standard deviation 4.7 kilometres per litre. Find the probability that the petrol consumption of a randomly chosen car of this type is between 21.6 kilometres per litre and 28.7 kilometres per litre.
Solution
Let the random variable representing petrol consumption be denoted by \(X\), where \(X \sim N(24, 4.7^2)\).
We need to find \(P(21.6 < X < 28.7)\).
Standardize the variable using the formula:
\(z = \frac{x - \mu}{\sigma}\)
For \(x = 21.6\):
\(z_1 = \frac{21.6 - 24}{4.7} = -0.5106\)
For \(x = 28.7\):
\(z_2 = \frac{28.7 - 24}{4.7} = 1\)
Thus, we need to find \(P(-0.5106 < z < 1)\).
This is equivalent to \(\Phi(1) - \Phi(-0.5106)\).