Understanding the Joint Distribution of Balls in an Urn

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SUMMARY

The discussion centers on finding the joint distribution of balls in an urn containing $p$ black balls, $q$ white balls, and $r$ red balls, with $n$ balls chosen without replacement. The first part of the problem is solved using the multivariate hypergeometric distribution. The confusion arises in the second part regarding the joint distribution of black and white balls, where it is clarified that this is equivalent to the first part due to the fixed number of red balls determined by $n$. The distinction between joint and marginal distributions is emphasized, particularly in contexts with more than three colors.

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  • Understanding of multivariate hypergeometric distribution
  • Knowledge of joint and marginal distributions
  • Basic combinatorial principles related to sampling without replacement
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  • Study the properties of the multivariate hypergeometric distribution
  • Explore the concept of marginal distributions in probability theory
  • Investigate scenarios involving more than three categories in joint distributions
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Homework Statement


An urn contains $p$ black balls, $q$ white balls, and $r$ red balls; and $n$ balls are chosen without replacement.
a. Find the joint distribution of the numbers of black, red, and white balls in the sample.
b. Find the joint distribution of the numbers of black and white balls in the sample.


Homework Equations





The Attempt at a Solution


a. I've done this part; it's a simple multivariate hypergeometric distribution.
b. This is what confuses me. When you're not including all variables, wouldn't this be called a MARGINAL distribution--so what is the joint distribution? If it said "marginal distribution" I could do that by summing over the possibilities for red.
And isn't this be the same as (a), since when you've found the number of black and white balls, the number of red balls is fixed by $n$...
I'm very confused, thanks for your help!
 
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michaelxavier said:

Homework Statement


An urn contains $p$ black balls, $q$ white balls, and $r$ red balls; and $n$ balls are chosen without replacement.
a. Find the joint distribution of the numbers of black, red, and white balls in the sample.
b. Find the joint distribution of the numbers of black and white balls in the sample.


Homework Equations





The Attempt at a Solution


a. I've done this part; it's a simple multivariate hypergeometric distribution.
b. This is what confuses me. When you're not including all variables, wouldn't this be called a MARGINAL distribution--so what is the joint distribution? If it said "marginal distribution" I could do that by summing over the possibilities for red.
And isn't this be the same as (a), since when you've found the number of black and white balls, the number of red balls is fixed by $n$...
I'm very confused, thanks for your help!

You have it exactly right: the answers to a) and b) are the same. That is true because there are only three colours; if there were 4 or more colours it would not be true; can you see why?
 

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