Statistics Help-Joint pmf and marginal pmfs

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SUMMARY

The discussion focuses on finding the joint probability mass function (pmf) of two independent and identically distributed (iid) discrete uniform random variables, X1 and X2, defined on the integers {1, 2, 3, ..., n}. The joint pmf is derived from the maximum (Y = max(X1, X2)) and minimum (W = min(X1, X2)) of these variables. Participants suggest visualizing the problem using a 2D lattice to understand the distribution of values and probabilities, emphasizing the importance of considering specific cases to formulate a general solution.

PREREQUISITES
  • Understanding of discrete uniform random variables
  • Familiarity with joint and marginal probability mass functions
  • Basic knowledge of probability theory and combinatorics
  • Ability to visualize data in a 2D lattice format
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  • Study the derivation of joint pmfs for discrete random variables
  • Learn about the properties of iid random variables
  • Explore combinatorial techniques for calculating probabilities
  • Practice plotting joint distributions on a 2D lattice
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Students studying probability theory, statisticians working with discrete distributions, and educators teaching concepts related to joint and marginal pmfs.

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Statistics Help--Joint pmf and marginal pmfs

Homework Statement



Let X1 and X2 be iid discrete uniform random variables with support on the integers {1,2,3,...,n}.

Find the joint pmf of Y=max(X1,X2) and W=min(X1, X2).
Find the marginal pmf's of W and Y

Homework Equations





The Attempt at a Solution


I need help on how to set this problem up. the max and min is throwing me off.
 
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so imagine the variables as forming a 2D lattice, each of the lattice points having equal probability

as always consdier a few cases to get going
max(x1,x2) = 1, can only be (1,1)
max(x1,x2) = 2, can be (2,1), (2,2), (1,2)
max(x1,x2) = 3, can be (3,1), (3,2) (3,3), (3,1), (3,2)

this form should give you a hint on how to work out a generic formula

to understand why this formula works, try plotting the points on your lattic & see where they fall
 

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