Consider the multiple linear regression model: y=X+,N(0,2I) where yRn is the response vector, XRn(p+1) is the design matrix, Rn is the vector of random errors, and Rp+1 is the regression coefficient vector. Prove that the i th residual can be written as: ^i=i(j=1nhijj).