Random variables (probability)

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SUMMARY

The discussion focuses on finding the cumulative distribution function (CDF) of a random variable Y from the joint cumulative distribution function (CDF) of two random variables X and Y. It is established that while one can derive the CDF of Y by calculating the joint probability density function (PDF) and then obtaining the marginal PDF of Y, the simpler method is to take the limit of the joint CDF as x approaches infinity. This approach is recommended as it is more efficient for the given problem.

PREREQUISITES
  • Understanding of joint cumulative distribution functions (CDFs)
  • Knowledge of probability density functions (PDFs)
  • Familiarity with marginal distributions
  • Basic concepts of limits in calculus
NEXT STEPS
  • Study the derivation of marginal distributions from joint PDFs
  • Learn about the properties of cumulative distribution functions
  • Explore the concept of limits in the context of probability distributions
  • Review examples of joint and marginal distributions in probability theory
USEFUL FOR

Students studying probability theory, statisticians working with joint distributions, and anyone needing to understand the relationship between joint and marginal distributions in statistics.

TheMathNoob
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Homework Statement


I have the joint cdf of two random variables X and Y and they ask me to find the cdf of just Y. I know that you just take the limit of the cdf as x->infinity, but I am just wondering if you can also do this by calculating the joint pdf and then the marginal of Y and then from the marginal of Y, the cdf of Y.

Homework Equations

The Attempt at a Solution

 
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TheMathNoob said:

Homework Statement


I have the joint cdf of two random variables X and Y and they ask me to find the cdf of just Y. I know that you just take the limit of the cdf as x->infinity, but I am just wondering if you can also do this by calculating the joint pdf and then the marginal of Y and then from the marginal of Y, the cdf of Y.

Homework Equations

The Attempt at a Solution


Yes, sometimes that is how it must be done. However, in your case that would be doing it the hard way, since taking the ##x \to \infty## limit is easier.
 
Ray Vickson said:
Yes, sometimes that is how it must be done. However, in your case that would be doing it the hard way, since taking the ##x \to \infty## limit is easier.
Thank you!, I was so worried about that one in the test.
 

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