I have a table of containing data that shows the "likes" and "dislikes of football and basketball for a population where:
Doesn't like basketball Likes basketball
Doesn't like football 0.7 0.1
Likes football 0.05 0.15
I'm trying to find the probability of a person liking football given that the person does not like basketball.
Here's where i get confused. Conditional probability is given by:
P(X = x | Y = y) = P(x ∩ y) / P(y)
So I'm torn between two choices, my first attempt was to obtain the probability straight from the table above where
P(likes football | does not like basketball) = 0.05 #since they intersect
and when i follow the equation above,
P(likes football | does not like basketball) = 0.05/(0.7 + 0.05)
= 0.0666 or 1/15
I was wondering which of the attempts are the correct solution to the problem. Would appreciate some help on this.
It's often helpful to look at simpler examples:
In this example, what's the probability of the person liking football, given that the person doesn't like basketball? The first approach says $0.05$, the second approach says $1$. Which one is right?