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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...
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We propose dual regression as an alternative to the quantile regression process for the global estimation of … conditional distribution functions under minimal assumptions. Dual regression provides all the interpretational power of the … quantile regression process while avoiding the need for repairing the intersecting conditional quantile surfaces that quantile …
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