How Do You Compute Var(X-2Y) When X and Y Are Not Independent?

Click For Summary
SUMMARY

The discussion centers on calculating the variance of the expression Var(X-2Y) where X and Y are random variables with given variances and a joint probability p(X,Y) = 1/3. The correct formula to use is Var(X-2Y) = Var(X) + 4Var(Y) - 2Cov(X,Y). Given that Var(X) = 9 and Var(Y) = 1, the computation requires determining Cov(X,Y) to finalize the variance calculation.

PREREQUISITES
  • Understanding of variance and covariance in probability theory
  • Familiarity with the properties of random variables
  • Knowledge of the formula for variance of linear combinations of random variables
  • Basic concepts of joint probability distributions
NEXT STEPS
  • Study the properties of covariance and how it affects variance calculations
  • Learn about joint probability distributions and their implications on random variables
  • Review the derivation of variance formulas for linear combinations of random variables
  • Explore examples of dependent random variables and their variance calculations
USEFUL FOR

Students studying probability theory, statisticians, and anyone preparing for exams in statistics or data analysis.

hanelliot
Messages
18
Reaction score
0
Studying for an intro course test and I have no one to compare it to right now.. any help would be appreciated.

Here is the question.

Q. Suppose X and Y are random variables such that p(X,Y)=1/3, Var(X) = 9 and Var(Y) = 1. Compute Var(X-2Y).

Since X and Y are not independent, we are using this formula: Var(X-Y) = Var(X) + Var(Y) - 2Cov(X,Y), correct?
So, Var(X-2Y) = Var(X) - 4Var(Y) - 2Cov(X,Y)? How do I proceed from here?
 
Physics news on Phys.org
Hi, you may want to clarify what exactly p(X,Y) means here.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
440
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 1 ·
Replies
1
Views
14K
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
Replies
2
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 24 ·
Replies
24
Views
3K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 36 ·
2
Replies
36
Views
4K