Question Setup:

Suppose you have a multiple linear regression model. The random errorsi are assumed to be i.i.d. N(0, 2) random variables for i = 1, . . . , n. The matrix notation, y=X+, where random vector = (1,2,...,n)T. Let^ be the LSE of , ->^=(XTX)1XTy

Question:

find E()