You have two random variables X and Y.
You are told:
-
Var(X+Y)
-
Var(X)
-
Is this information sufficient to determine the correlation
ρX,Y
? If not, what additional quantity(ies) would you need?
-
If you
also
know
Var(Y)
, derive
ρX,Y
in terms of
Var(X+Y)
,
Var(X)
, and
Var(Y)
.
-
Special case: if you assume
Var(Y)=Var(X)
, simplify the expression for
ρX,Y
.