3 papers
econ.EM2026
Sensitivity Analysis for the Average Treatment Effect under Discrete Unobserved Confounders
Sung Jae Jun, Federico Zincenko
We model unobserved confounding through an unknown finite number of latent types. This assumption induces finite-mixture representations of the treated and control outcome distribu…
econ.EM2025
Nonparametric estimation of conditional densities by generalized random forests
Federico Zincenko
Considering a continuous random variable Y together with a continuous random vector X, I propose a nonparametric estimator f^(.|x) for the conditional density of Y given X=x. This…
econ.GN2024
Identification and Estimation of Multidimensional Screening
Gaurab Aryal, Federico Zincenko
We study the identification and estimation of a multidimensional screening model, where a monopolist sells a multi-attribute product to consumers with private information about the…