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09/01/2023
Causal Effect Estimation after Propensity Score Trimming with Continuous Treatments
Most works in causal inference focus on binary treatments where one esti...
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08/04/2022
Background Modeling for Double Higgs Boson Production: Density Ratios and Optimal Transport
We study the problem of data-driven background estimation, arising in th...
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01/31/2022
Causal Inference with Orthogonalized Regression Adjustment: Taming the Phantom
Standard regression adjustment gives inconsistent estimates of causal ef...
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07/19/2020
Berry-Esseen Bounds for Projection Parameters and Partial Correlations with Increasing Dimension
The linear regression model can be used even when the true regression fu...
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10/13/2018
Uniform Convergence Rate of the Kernel Density Estimator Adaptive to Intrinsic Dimension
We derive concentration inequalities for the supremum norm of the differ...
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09/21/2011
