Question: For the model in Problem 7.3, define an estimator by the equation n i=1 (yi p(xi, ????))sgn(xi) = 0. Since deleting all xi =
For the model in Problem 7.3, define an estimator by the equation
∑n i=1
(yi − p(xi, ????))sgn(xi) = 0.
Since deleting all xi = 0 yields the same estimate, it will be henceforth assumed that xi ≠ 0 for all i.
(a) Show that this estimator is Fisher-consistent.
(b) Show that the estimator is a weighted ML estimator.
(c) Given the sample Zn = {(xi, yi), i = 1,..., n}, define the sample Z∗
n =
{(x∗
i , y∗
i ), i = 1,..., n}, where (x∗
i , y∗
i )=(xi, yi) if xi > 0 and (x∗
i , y∗
i ) =
(−xi, 1 − yi) if xi < 0. Show that ????̂
n(Zn) = ????̂
n(Z∗
n ).
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