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An alternative way of computing efficient instrumental variable estimators

Xiaohong Chen (), Oliver Linton () and David Jacho-Chávez ()

LSE Research Online Documents on Economics from London School of Economics and Political Science, LSE Library

Abstract: A new way of constructing efficient semiparametric instrumental variable estimators is proposed. The method involves the combination of a large number of possibly inefficient estimators rather than combining the instruments into an optimal instrument function. The consistency and asymptotic normality is established for a class of estimators that are linear combinations of a set of√�� �� consistent estimators whose cardinality increases with sample size. It is shown that the semiparametrically efficient estimator lies in this class. The proofs do not rely on smoothness of underlying criterion functions. Potential use of the estimator can overcome the undersized sample problem. in simultaneous equation system estimation.

Keywords: instrumental variables; minimum distance; semiparametric efficiency; two-stage least squares (search for similar items in EconPapers)
JEL-codes: I23 (search for similar items in EconPapers)
Date: 2009-06
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Working Paper: An Alternative Way of ComputingEfficient Instrumental VariableEstimators (2009) Downloads
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