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Asymptotic Normality Of A Nonparametric Instrumental Variables Estimator

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Author Info
Joel L. Horowitz
Abstract

This article gives conditions under which the nonparametric instrumental variables estimator of Hall and Horowitz ("Annals of Statistics" 33 (December 2005), 2904-2929) is asymptotically normally distributed. With sufficiently large samples, the asymptotic normality result can be used to form confidence intervals for the unknown function that is estimated by the Hall-Horowitz procedure. The article reports the results of a Monte Carlo investigation of the finite-sample coverage probabilities of the confidence intervals. Copyright 2007 by the Economics Department Of The University Of Pennsylvania And Osaka University Institute Of Social And Economic Research Association.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1111/j.1468-2354.2007.00464.x
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Article provided by Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association in its journal International Economic Review.

Volume (Year): 48 (2007)
Issue (Month): 4 (November)
Pages: 1329-1349
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Handle: RePEc:ier:iecrev:v:48:y:2007:i:4:p:1329-1349

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