ECON 710 Midterm: ECON 710 UW Madison Midterm 2007

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31 Jan 2019
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March 22, 2007: the observations are (yi; x1i; x2i); i = 1; :::; n: you estimate two ls regressions. yi = x0. ^(cid:12) 2 + ^ei and calculate the residual variance estimates. Show that for any w 2 (0; 1); there is a constant a 2 (0; 1) such that. 1 n nx i=1 (w^ei + (1 (cid:0) w) ~ei)2 = (1 (cid:0) a) ^(cid:27)2 + a~(cid:27)2: (find this constant a:) Hint: you will need to use the properties of projection matrices: in section 3. 8 of the lecture notes, it was shown that if y = x(cid:12) + e. E (ee0 j x) = d = diag(cid:8)(cid:27)2 n(cid:9) 1 n tr (m d) (1) where ^(cid:27)2 is the error variance estimator and m = i (cid:0) x (x 0x)(cid:0)1 x 0 . Without assuming homoskedasticity, simplify (1) to show that.

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