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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.EM2023★ 1 cited
Censored Quantile Regression with Many Controls
Seoyun Hong
This paper develops estimation and inference methods for censored quantile regression models with high-dimensional controls. The methods are based on the application of double/debi…