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Nonparametric instrumental variable estimators of structural quantile effects

Chernozhukov, Victor; Gagliardini, Patrick; Scaillet, … - 2008

We study the asymptotic distribution of Tikhonov Regularized estimation of quantile structural effects implied by a nonseparable model. The nonparametric instrumental variable estimator is based on a minimum distance principle. We show that the minimum distance problem without regularization is...