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This paper investigates estimation and inference for average treatment effects in completely randomized experiments when researchers observe potentially many covariates.
Bradic, J., S. Wager, and Y. Zhu
1905
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Neyman, J. S
1923
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Fisher, R. A
1925
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by same author(1935): “1935. The Design of Experiments,” Edinburgh: Oliver and Boyd
1935
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Kempthorne, O
1953
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Efron, B., and C. Stein
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Aronow, P., and J. A. Middleton
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Dasgupta, T., N. S. Pillai, and D. B. Rubin
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Imbens, G. W., and D. B. Rubin
2015
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Rosenberger, W. F., and J. M. Lachin
2015
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Bloniarz, A., H. Liu, C.-H. Zhang, J. S. Sekhon, and B. Yu
2016
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Wager, S., W. Du, J. Taylor, and R. J. Tibshirani
2016
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Chernozhukov, V., D. Chetverikov, M. Demirer, E. Duflo, C. Hansen, W. Newey, and J. Robins
2018
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Fogarty, C. B
2018
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Li, X., P. Ding, and D. B. Rubin
2018
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Cattaneo, M. D., M. Jansson, and X. Ma
2019
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Abadie, A., S. Athey, G. W. Imbens, and J. M. Wooldridge
2020
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Li, X., and P. Ding
2020
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Liu, H., and Y. Yang
2020
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Chang, H., J. Middleton, and P. Aronow
2021
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Giannone, D., M. Lenza, and G. E. Primiceri
2021
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Imbens, G., and K. Menzel
2021
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Newey, W. K., and J. R. Robins
2018
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Spiess, J
2018
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Wu, E., and J. A. Gagnon-Bartsch
2018
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Cattaneo, M. D., M. Jansson, and W. K. Newey
Cited in the paper.
by same author(2018b): “Inference in linear regression models with many covariates and heteroscedasticity,” Journal of the American Statistical Association
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Lei, L., and P. Ding
2021
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Hansen, B
2022
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Kolesár, M., U. K. Müller, and S. T. Roelsgaard
2023
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