tiannagaines2
24.01.2020 •
Mathematics
Assume y=1+x+u, where x, y, and u=v+x are random variables, v is independent of x; e(v)=0, var(v)=1, e(x)=1, and var(x)=2.
calculate e(u | x=1), e(y | x=1), e(u | x=2), e(y | x=2), e(u | x), e(y | x), e(u) and e(y).
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Ответ:
a)
b)
c)
d)
e)
f)
g)
h) E(Y) = E(1+X+u) = E(1) + E(X) +E(v+X) = 1+1 + E(v) +E(X) = 1+1+0+1 = 3[/tex]
Step-by-step explanation:
For this case we know this:
with both Y and u random variables, we also know that:
And we want to calculate this:
Part a
Using properties for the conditional expected value we have this:
Because we assume that v and X are independent
Part b
If we distribute the expected value we got:
Part c
Using properties for the conditional expected value we have this:
Because we assume that v and X are independent
Part d
If we distribute the expected value we got:
Part e
Part f
Part g
Part h
E(Y) = E(1+X+u) = E(1) + E(X) +E(v+X) = 1+1 + E(v) +E(X) = 1+1+0+1 = 3" alt=" E(v) = 0, Var(v) =1, E(X) = 1, Var(X)=2" />
And we want to calculate this:
Part a
Using properties for the conditional expected value we have this:
Because we assume that v and X are independent
Part b
If we distribute the expected value we got:
Part c
Using properties for the conditional expected value we have this:
Because we assume that v and X are independent
Part d
If we distribute the expected value we got:
Part e
Part f
Part g
Part h
E(Y) = E(1+X+u) = E(1) + E(X) +E(v+X) = 1+1 + E(v) +E(X) = 1+1+0+1 = 3" />
Ответ: