For the month of February in a certain city, 35% of the days are cloudy. Also in the month of February in the same city, 24% of the days are cloudy and rainy. What is the probability that a randomly selected day in February will be rainy if it is cloudy?
Solution:
Let us define some events as follows:
A : A randomly selected day in February is cloudy
B : A randomly selected day in February is rainy
A ∩ B : A randomly selected day in February is cloudy and rainy
Since, 35% days are cloudy, therefore P(A) = 35/100 = 0.35
Since, 24% days are cloudy and rainy, therefore P(A ∩ B) = 24/100 = 0.24
We have to obtain the conditional probability of B given A i.e. we need to obtain P(B|A).
Conditional probability of B given A is given by,
We have, P(A) = 0.35
And since, P(B ∩ A) = P(A ∩ B) therefore, P(B ∩ A) = 0.24
Hence, the probability that a randomly selected day in February will be rainy if it is cloudy is 0.6857.
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