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Semiparametric Efficiency Bounds

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  • Newey, Whitney K

Abstract

Semiparametric models are those where the functional form of some components is unknown. Efficiency bounds are of fundamental importance for such models. The provide a guide to estimation methods and give an asymptotic efficiency standard. The purpose of this paper is to provide an introduction to research methods and problems for semiparametric efficiency bonds. The nature of the bounds is discussed, as well as ways of calculating them. Their uses in solving estimation problems are outlined, including construction of semiparametric estimators and calculation of the limiting distribution. The paper includes new results as well as survey material. Copyright 1990 by John Wiley & Sons, Ltd.

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  • Newey, Whitney K, 1990. "Semiparametric Efficiency Bounds," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(2), pages 99-135, April-Jun.
    • Handle: RePEc:jae:japmet:v:5:y:1990:i:2:p:99-135
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