208 citations · 295 across the 5 of their papers we have counts for
5 papers
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…
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…
Inference for Extremal Conditional Quantile Models, with an Application to Market and Birthweight Risks
Victor Chernozhukov, Ivan Fernandez-Val
Quantile regression is an increasingly important empirical tool in economics and other sciences for analyzing the impact of a set of regressors on the conditional distribution of a…
Inference on Counterfactual Distributions
Victor Chernozhukov, Ivan Fernandez-Val, Blaise Melly
Counterfactual distributions are important ingredients for policy analysis and decomposition analysis in empirical economics. In this article we develop modeling and inference tool…
Improving Point and Interval Estimates of Monotone Functions by Rearrangement
Victor Chernozhukov, Ivan Fernandez-Val, Alfred Galichon
Suppose that a target function is monotonic, namely, weakly increasing, and an available original estimate of this target function is not weakly increasing. Rearrangements, univari…