Sax Show that S,y = E(, -2)Y, Show that Cov(Y,F) = for all i. Use part a and b and linearity of Covariance to show that Cov(3, Y) =0.

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4. Consider the Normal regression problem: Y,- N(a + Br, o) where a, 3. are unknown.
Recall the following:
a = Y- 37
S =
SY =
En - F)(Y - Y).
Show that S,y E,(r, - 2)Y-
Show that Cov(Y, Y) = for all i.
Use part a and b and linearity of Covariance to show that Cov(8, Y) = 0.
Show that Var(3) =
) „how that Cov(a, B) = - (Hint: part a , b and d may be useful in this
cauculation).
Transcribed Image Text:4. Consider the Normal regression problem: Y,- N(a + Br, o) where a, 3. are unknown. Recall the following: a = Y- 37 S = SY = En - F)(Y - Y). Show that S,y E,(r, - 2)Y- Show that Cov(Y, Y) = for all i. Use part a and b and linearity of Covariance to show that Cov(8, Y) = 0. Show that Var(3) = ) „how that Cov(a, B) = - (Hint: part a , b and d may be useful in this cauculation).
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