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econ.EM2020
Gaussian Transforms Modeling and the Estimation of Distributional Regression Functions
Richard Spady, Sami Stouli
We propose flexible Gaussian representations for conditional cumulative distribution functions and give a concave likelihood criterion for their estimation. Optimal representations…
econ.EM2020
Heterogeneous Coefficients, Control Variables, and Identification of Multiple Treatment Effects
Whitney K. Newey, Sami Stouli
Multidimensional heterogeneity and endogeneity are important features of models with multiple treatments. We consider a heterogeneous coefficients model where the outcome is a line…