399 citations · 407 across the 9 of their papers we have counts for
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econ.EM2018★ 4 cited
Distribution Regression with Sample Selection, with an Application to Wage Decompositions in the UK
Victor Chernozhukov, Iván Fernández-Val, Siyi Luo
We develop a distribution regression model under endogenous sample selection. This model is a semi-parametric generalization of the Heckman selection model. It accommodates much ri…
econ.EM2018
Shape-Enforcing Operators for Point and Interval Estimators
Xi Chen, Victor Chernozhukov, Iván Fernández-Val +2
A common problem in econometrics, statistics, and machine learning is to estimate and make inference on functions that satisfy shape restrictions. For example, distribution functio…