Nonparametric Instrumental Regression - HAL-SHS - Sciences de l'Homme et de la Société
Article Dans Une Revue Econometrica Année : 2011

Nonparametric Instrumental Regression

Serge Darolles
  • Fonction : Auteur
  • PersonId : 922012
Eric Renault

Résumé

The focus of this paper is the nonparametric estimation of an instrumental regression function f defined by conditional moment restrictions that stem from a structural econometric model E[Y − f (Z) | W] = 0, and involve endogenous variables Y and Z and instruments W. The function f is the solution of an ill-posed inverse problem and we propose an estimation procedure based on Tikhonov regularization. The paper analyzes identification and overidentification of this model, and presents asymptotic properties of the estimated nonparametric instrumental regression function.

Dates et versions

halshs-00677716 , version 1 (09-03-2012)

Identifiants

Citer

Serge Darolles, Jean-Pierre Florens, Yanqin Fan, Eric Renault. Nonparametric Instrumental Regression. Econometrica, 2011, 79 (5), pp.1541-1565. ⟨10.3982/ECTA6539⟩. ⟨halshs-00677716⟩
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