Question: The observed data is {Yi ,Xi ,Zi } 2 RRk R`, k 1 and ` k 1, i 1, ...,n. The
The observed data is {Yi ,Xi ,Zi } 2 R£Rk £R`, k È 1 and ` È k È 1, i Æ 1, ...,n. The model is Y Æ X0¯Åe with E[Ze] Æ 0.
(a) Given a weightmatrixW È 0 write down the GMMestimator b¯ for ¯.
(b) Suppose the model is misspecified. Specifically, assume that for some ± 6Æ 0, e Æ ±n¡1/2 Åu (13.32)
E[u j Z] Æ 0 with ¹Z Æ E[Z] 6Æ 0. Show that (13.32) implies that E[Ze] 6Æ 0.
(c) Express p
n
¡ b¯¡¯
¢
as a function ofW, n, ±, and the variables (Xi , Zi , ui ).
(d) Find the asymptotic distribution of p
n
¡ b¯¡¯
¢
under Assumption (13.32).
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