An insurer is studying the characteristics of those who buy its policies. It discovered that, among young drivers, 30% insure a foreign-made car. Among those who drive foreign-made cars, the insurer also discovered that 30% are young. Consider the events Y = {randomly chosen driver is young} and F = {randomly chosen driver insures foreign-made car}. Does the insurer cover more drivers who are young or more drivers who insure foreign-made cars?
Can you also include an explanation? Thanks!
Y = {randomly chosen driver is young}
F = {randomly chosen driver insures foreign-made car}.
among young drivers, 30% insure a foreign-made car
This is conditional probability where we know that the driver is young.
P(F | Y) = 0.3
Among those who drive foreign-made cars, the insurer also discovered that 30% are young.
This is conditional probability where we know that the driver has a foreign car
P(Y|F) = 0.3
The conditional probabiltiy formula is
Therefore using this we have
P(F | Y) = 0.3
...........(1)
P(Y|F) = 0.3
.........(2)
Equating eq (1) and (2)
0.3P(Y) = 0.3P(F)
Therefore
P(Y) = P(F)
This shows that the insurer cover same drivers who are young as well drivers who insure foreign-made cars.
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