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Debiased Machine Learning of Conditional Average Treatment Effects and Other Causal Functions
21 February 2017
Victor Chernozhukov
Vira Semenova
CML
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Papers citing
"Debiased Machine Learning of Conditional Average Treatment Effects and Other Causal Functions"
6 / 6 papers shown
Minimax rates for heterogeneous causal effect estimation
Annals of Statistics (Ann. Stat.), 2022
Edward H. Kennedy
Sivaraman Balakrishnan
James M. Robins
Larry A. Wasserman
CML
441
45
0
02 Mar 2022
Towards optimal doubly robust estimation of heterogeneous causal effects
Electronic Journal of Statistics (EJS), 2020
Edward H. Kennedy
CML
840
455
0
29 Apr 2020
High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework
Abhishek Chakrabortty
Jiarui Lu
T. Tony Cai
Hongzhe Li
232
8
0
26 Nov 2019
Group Average Treatment Effects for Observational Studies
D. Jacob
CML
358
20
0
07 Nov 2019
De-Biased Machine Learning of Global and Local Parameters Using Regularized Riesz Representers
Victor Chernozhukov
Whitney Newey
Rahul Singh
744
106
0
23 Feb 2018
Selective inference for effect modification via the lasso
Qingyuan Zhao
Dylan S. Small
Ashkan Ertefaie
CML
366
54
0
22 May 2017
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