- #1
CescGoal
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Very sorry that I've double posted but I realized i placed the original post in Precalculus.
1. Homework Statement
Question
Let X and Y be independent random variables with variances 9 and 7 respectively and let
Z = X - Y
a) What is the value of Cov(X,Z)
b) What is the value of the correlation coefficient of X and Z?
I've been stuck on this one question for 2-3 hours; its ridiculous, I know. Here's my terrible try.
3. The Attempt at a Solution
a)
Var(X) = 9
Var(Y) = 7
Var(X-Y) = Var(X) + Var(Y) = Var(Z)
Therefore, Var(Z) = 7 + 9 =16
Cov(X,Z) = E[XZ] - E[X]E[Z]
and b) [tex]\rho[/tex]XZ = [tex]\frac{Cov(X,Z)}{\sqrt{Var(X)*Var(Z)}}[/tex]
= [tex]\frac{Cov(X,Z)}{\sqrt{9}*\sqrt{16}}[/tex]
= [tex]\frac{Cov(X,Z)}{12}[/tex]
Since last topic, I've realized that Cov(X,Y) = 0 due to independency. But I don't know how to use it.
1. Homework Statement
Question
Let X and Y be independent random variables with variances 9 and 7 respectively and let
Z = X - Y
a) What is the value of Cov(X,Z)
b) What is the value of the correlation coefficient of X and Z?
I've been stuck on this one question for 2-3 hours; its ridiculous, I know. Here's my terrible try.
3. The Attempt at a Solution
a)
Var(X) = 9
Var(Y) = 7
Var(X-Y) = Var(X) + Var(Y) = Var(Z)
Therefore, Var(Z) = 7 + 9 =16
Cov(X,Z) = E[XZ] - E[X]E[Z]
and b) [tex]\rho[/tex]XZ = [tex]\frac{Cov(X,Z)}{\sqrt{Var(X)*Var(Z)}}[/tex]
= [tex]\frac{Cov(X,Z)}{\sqrt{9}*\sqrt{16}}[/tex]
= [tex]\frac{Cov(X,Z)}{12}[/tex]
Since last topic, I've realized that Cov(X,Y) = 0 due to independency. But I don't know how to use it.