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stat.ME2023
Generative Causal Inference
Maria Nareklishvili, Nicholas Polson, Vadim Sokolov
Generative Bayesian Computation (GBC) methods are developed for Casual Inference. Generative methods are simulation-based methods that use a large training dataset to represent pos…
econ.EM2023
Feature Selection for Personalized Policy Analysis
Maria Nareklishvili, Nicholas Polson, Vadim Sokolov
In this paper, we propose Forest-PLS, a feature selection method for analyzing policy effect heterogeneity in a more flexible and comprehensive manner than is typically available w…