A EASY QUESTION FOR probability probability A easy question for probability

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The discussion revolves around calculating probabilities for two random variables, X and Y, based on their joint distribution. Participants are attempting to compute marginal probabilities p(X) and p(Y), conditional probabilities p(X|Y=1), and assess the statistical independence of X and Y. There is confusion regarding the computation of joint probabilities and the interpretation of the question. Ultimately, it is concluded that X and Y are not statistically independent, as their joint probability does not equal the product of their marginal probabilities. The thread highlights the need for clearer instructions and examples to aid understanding.
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Let X; Y be two random variables with the following joint distribution(in the attachment):
(a) Compute p(X) and p(Y )
(b) Compute p(X|Y = 1)
(c) compute p(Y = 1|X = 1) using (a) and (b)
(d) Are X and Y statistically independent? Show all your working.

This is my answer, but I don't know whether it's correct
(a) joint probabilities:
p(X=1)= 0+1/8=1/8
p(X=2)= 3/4+1/8=7/8
so p(X)= 1/8+7/8=1
p(Y=1)= 0+3/4=3/4
p(Y=2)=1/8+1/8=1/4
so p(Y)=3/4+1/4=1
just like Millennial said, I also don't understand this question, because I think it doesn't make any sense.

(b) p(Y=1,X) = p(Y=1)p(X|Y=1)
so p(X|Y=1) = p(Y=1, X)/p(Y=1) =?/(3/4)
here I have a question, I don't know how to compute p(Y=1,X), and btw does p(Y=1,X) = p(X, Y=1)?

(c) because I can't actually compute (b), so just leave it behind for now.

(d) because p(X=1,Y=1) = 0 and it doesn't equal to p(X=1)p(Y=1) = 1/8,so they are not statistically independent.
 

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I didn't understand anything. Are X and Y, 1 or 2? Or is 1 the happening probability of Y and X?
 
fhjop1 said:
please don't just give me answer, show its fully wroking~

You misunderstood the assignment; it's you who are supposed to do it, not us. Maybe show us what you got so far and we might be able to help.
 
The table may be clearer if the label p(X,Y)[/color] didn't appear on the figure, but instead were printed underneath the figure as a caption.
 
fhjop1: welcome to PF.
clamtrox is correct - since you say the question is "easy", what's the problem?
 
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