Representing the Probability Distribution of XY in a Graph

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Homework Help Overview

The discussion revolves around finding the probability distribution of the product of two random variables, X and Y, defined on a set of real numbers. The random variable X takes specific values with assigned probabilities, while Y takes different values with its own probabilities. Participants are exploring how to represent the resulting probability distribution graphically.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants are discussing the calculation of the probability distribution of the product XY, with one participant suggesting to compute each possible value of XY based on the values and probabilities of X and Y. There is also a question about the best way to represent the probability distribution graphically.

Discussion Status

The discussion is ongoing, with participants sharing thoughts on how to approach the problem and the representation of the distribution. Some guidance has been offered regarding the calculation of probabilities, but there is no explicit consensus on the best graphical representation yet.

Contextual Notes

There is a mention of a set of 15 possible values for the product XY, indicating the complexity of the problem. Participants are also navigating the constraints of the homework context, which may influence their approaches.

Alexsandro
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Could someone help me to find the probability distribution de XY below ?
Take \Omega to be a set of 5 real numbers. Define a probability measure and a random variable X on it which takes the values 1, 2, 3, 4, 5 with probability \frac{1}{10}, \frac{1}{10}, \frac{1}{5}, \frac{1}{5}, \frac{2}{5}, respectively; another random variable Y which takes the values \sqrt{2}, \sqrt{3}, \pi with probabilities \frac{1}{5}, \frac{3}{10}, \frac{1}{2}. Find the probability distribution of XY.
 
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Well, where are you stuck? What have you done, and what do you think you need to do?
 
Just go ahead and do it! Since one possible value for x is 1 (with probability 1/10) and one possible value for y is \sqrt{2} (with probability 1/5, one possible value for xy is 1*\sqrt{2}= \sqrt{2} with probability (1/10)(1/5)= 1/50. There are 15 possible values for xy. Calculate each of them.
 
thanks

HallsofIvy said:
Just go ahead and do it! Since one possible value for x is 1 (with probability 1/10) and one possible value for y is \sqrt{2} (with probability 1/5, one possible value for xy is 1*\sqrt{2}= \sqrt{2} with probability (1/10)(1/5)= 1/50. There are 15 possible values for xy. Calculate each of them.

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Thank you, for help. One doubt, that I have, consists of knowing the best way to represent the probability distribution on this situation: for a graph or correspondence between points ?
 

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