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econ.EM2025
A Distribution Regression Approach to Censored Selection Models
Ivan Fernandez-Val, Seoyun Hong
We develop a distribution regression model with a censored selection rule, offering a semi-parametric generalization of the Heckman selection model. Our approach applies to the ent…
econ.EM2018★ 1 cited
Network and Panel Quantile Effects Via Distribution Regression
Victor Chernozhukov, Iván Fernández-Val, Martin Weidner
This paper provides a method to construct simultaneous confidence bands for quantile functions and quantile effects in nonlinear network and panel models with unobserved two-way ef…