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Vira Semenova
Vira Semenova
University of California, Berkeley
Verified email at fas.harvard.edu - Homepage
Title
Cited by
Cited by
Year
Debiased machine learning of conditional average treatment effects and other causal functions
V Semenova, V Chernozhukov
Econometrics Journal, 2020
249*2020
Inference on heterogeneous treatment effects in high‐dimensional dynamic panels under weak dependence
V Semenova, M Goldman, V Chernozhukov, M Taddy
Quantitative Economics 14 (2), 471-510, 2023
238*2023
Regularized Orthogonal Machine Learning for Nonlinear Semiparametric Models
D Nekipelov, V Semenova, V Syrgkanis
Econometrics Journal, 2021
40*2021
Generalized lee bounds
V Semenova
arXiv preprint arXiv:2008.12720, 2020
32*2020
Debiased machine learning of set-identified linear models
V Semenova
Journal of Econometrics 235 (2), 1725-1746, 2023
15*2023
Inference on weighted average value function in high-dimensional state space
V Chernozhukov, W Newey, V Semenova
arXiv preprint arXiv:1908.09173, 2019
15*2019
Adaptive estimation of intersection bounds: a classification approach
V Semenova
arXiv preprint arXiv:2303.00982, 2023
72023
Essays in econometrics and machine learning
V Semenova
Massachusetts Institute of Technology, 2018
32018
Supplement to ‘Inference on heterogeneous treatment effects in high-dimensional dynamic panels under weak dependence’
V Semenova, M Goldman, V Chernozhukov, M Taddy
Quantitative Economics Supplemental Material 14, 2023
22023
On the Lower Confidence Band for the Optimal Welfare
K Ponomarev, V Semenova
arXiv preprint arXiv:2410.07443, 2024
2024
Causal Inference with Machine Learning
V Chernozhukov, MD Cinelli, E Duflo, I Fernandez-Val, C Hansen, ...
2022
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