4 papers
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…
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…
Empirical Framework for Cournot Oligopoly with Private Information
Gaurab Aryal, Federico Zincenko
We propose an empirical framework for asymmetric Cournot oligopoly with private information about variable costs. First, considering a linear demand for a homogenous product with a…
Identification and Estimation of Multidimensional Screening
Gaurab Aryal, Federico Zincenko
We study the identification and estimation of a multidimensional screening model in which a monopolist sells a product with multiple continuous attributes to consumers with private…