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econ.EM2026
Debiased Conditional Independence Tests for Causal Effects
Susan Athey, Maria Nareklishvili, Jann Spiess
We propose robust tests for causal effects on potentially high-dimensional outcomes where there may be selection into treatment. These tests measure conditional independence of out…
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…