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Locally Robust Semiparametric Estimation
v1v2v3v4 (latest)

Locally Robust Semiparametric Estimation

29 July 2016
Victor Chernozhukov
J. Escanciano
Hidehiko Ichimura
Whitney Newey
J. M. Robins
ArXiv (abs)PDFHTML

Papers citing "Locally Robust Semiparametric Estimation"

15 / 65 papers shown
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic
  Policies
Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic Policies
Nathan Kallus
Masatoshi Uehara
OffRL
153
16
0
06 Jun 2020
On the role of surrogates in the efficient estimation of treatment
  effects with limited outcome data
On the role of surrogates in the efficient estimation of treatment effects with limited outcome data
Nathan Kallus
Xiaojie Mao
381
73
0
27 Mar 2020
Debiased Off-Policy Evaluation for Recommendation Systems
Debiased Off-Policy Evaluation for Recommendation SystemsACM Conference on Recommender Systems (RecSys), 2020
Yusuke Narita
Shota Yasui
Kohei Yata
OffRL
226
15
0
20 Feb 2020
Localized Debiased Machine Learning: Efficient Inference on Quantile
  Treatment Effects and Beyond
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and BeyondJournal of machine learning research (JMLR), 2019
Nathan Kallus
Xiaojie Mao
Masatoshi Uehara
330
37
0
30 Dec 2019
Confidence Intervals for Policy Evaluation in Adaptive Experiments
Confidence Intervals for Policy Evaluation in Adaptive ExperimentsProceedings of the National Academy of Sciences of the United States of America (PNAS), 2019
Vitor Hadad
David A. Hirshberg
Ruohan Zhan
Stefan Wager
Susan Athey
544
169
0
07 Nov 2019
Double Robustness for Complier Parameters and a Semiparametric Test for
  Complier Characteristics
Double Robustness for Complier Parameters and a Semiparametric Test for Complier Characteristics
Rahul Singh
Liyang Sun
372
10
0
10 Sep 2019
Learning When-to-Treat Policies
Learning When-to-Treat PoliciesJournal of the American Statistical Association (JASA), 2019
Xinkun Nie
Emma Brunskill
Stefan Wager
CMLOffRL
262
98
0
23 May 2019
Average Density Estimators: Efficiency and Bootstrap Consistency
Average Density Estimators: Efficiency and Bootstrap Consistency
M. D. Cattaneo
Michael Jansson
MDE
261
11
0
19 Apr 2019
Characterization of parameters with a mixed bias property
Characterization of parameters with a mixed bias property
A. Rotnitzky
Ezequiel Smucler
J. M. Robins
231
72
0
07 Apr 2019
Orthogonal Statistical Learning
Orthogonal Statistical Learning
Dylan J. Foster
Vasilis Syrgkanis
646
205
0
25 Jan 2019
Offline Multi-Action Policy Learning: Generalization and Optimization
Offline Multi-Action Policy Learning: Generalization and Optimization
Zhengyuan Zhou
Susan Athey
Stefan Wager
OffRL
196
136
0
10 Oct 2018
Deep Neural Networks for Estimation and Inference
Deep Neural Networks for Estimation and Inference
M. Farrell
Tengyuan Liang
S. Misra
BDL
401
260
0
26 Sep 2018
Automatic Debiased Machine Learning of Causal and Structural Effects
Automatic Debiased Machine Learning of Causal and Structural Effects
Victor Chernozhukov
Whitney Newey
Rahul Singh
CMLAI4CE
505
137
0
14 Sep 2018
Regularized Orthogonal Machine Learning for Nonlinear Semiparametric
  Models
Regularized Orthogonal Machine Learning for Nonlinear Semiparametric Models
Denis Nekipelov
Vira Semenova
Vasilis Syrgkanis
483
23
0
13 Jun 2018
Artificial Intelligence as Structural Estimation: Economic
  Interpretations of Deep Blue, Bonanza, and AlphaGo
Artificial Intelligence as Structural Estimation: Economic Interpretations of Deep Blue, Bonanza, and AlphaGoEconometrics Journal (JE), 2017
Mitsuru Igami
118
34
0
30 Oct 2017
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