A EASY QUESTION FOR probability probability A easy question for probability

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Homework Help Overview

The discussion revolves around a probability problem involving two random variables, X and Y, with a joint distribution provided in an attachment. Participants are tasked with computing marginal probabilities, conditional probabilities, and assessing statistical independence.

Discussion Character

  • Exploratory, Conceptual clarification, Problem interpretation

Approaches and Questions Raised

  • Participants attempt to compute marginal probabilities p(X) and p(Y) based on joint probabilities. There are questions about the computation of conditional probabilities, particularly p(X|Y=1) and p(Y=1|X=1). Some participants express confusion regarding the definitions and roles of the variables.

Discussion Status

The discussion is ongoing, with some participants providing partial answers and others seeking clarification on the problem setup and calculations. There is a lack of consensus on the interpretation of the problem, and multiple interpretations are being explored.

Contextual Notes

Participants note confusion regarding the assignment and the clarity of the joint distribution table. There is an indication that the problem may not be straightforward, as some participants question the validity of the question itself.

fhjop1
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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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