WN
Whitney K. Newey
econ.EMmath.STstat.MEstat.THstat.MLcs.LGstat.APdrift-diffusion modelecon.THEpidemiologic Methods
On Valency
published · living versionsW_e6t3z9pk·v1 · currentpublished
Local Identification of Nonparametric and Semiparametric Models
with Xiaohong Chen, Victor Chernozhukov, Sokbae Lee
1 version
Preprints & journals
42 papers in the corpus · 1992–2026Long Story Short: Omitted Variable Bias in Causal Machine Learning2112.13398v6 · Victor Chernozhukov, Carlos Cinelli, Whitney Newey et al.2021 · 12 citationsVictor Chernozhukov, Carlos Cinelli, Whitney K. Newey, Amit Sharma, Vasilis Syrgkanis. Long Story Short: Omitted Variable Bias in Causal Machine Learning. The Review of Economics and Statistics, 2026
Linear Estimation of Structural and Causal Effects for Nonseparable Panel Data2607.28291v1 · Victor Chernozhukov, Ben Deaner, Ying Gao et al.2026 · 0 citationsarXiv
Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals2203.13887v6 · Victor Chernozhukov, Whitney Newey, Rahul Singh et al.2022 · 2 citationsarXiv
Panel Data Estimation of Individual Demand in Markets with Many Consumers2606.11047v1 · Sarah Moon, Whitney K. Newey2026 · 0 citationsarXiv
Higher-Order Neyman Orthogonality in Moment-Condition Models2605.10842v1 · St'ephane Bonhomme, Koen Jochmans, Whitney K. Newey et al.2026 · 0 citationsarXiv
Semiparametric Efficient Empirical Higher Order Influence Function Estimators1705.07577v5 · Lin Liu, Rajarshi Mukherjee, Whitney K. Newey et al.2017 · 23 citationsarXiv
Automatic Debiased Machine Learning for Covariate Shifts2307.04527v5 · Victor Chernozhukov, Michael Newey, Whitney K Newey et al.2023 · 2 citationsarXiv
Minimax Semiparametric Learning With Approximate Sparsity1912.12213v7 · Jelena Bradic, Victor Chernozhukov, Whitney K. Newey et al.2019 · 4 citationsarXiv
Welfare Analysis in Dynamic Models1908.09173v5 · Victor Chernozhukov, Whitney Newey, Vira Semenova2019 · 2 citationsarXiv
Identification of Treatment Effects under Limited Exogenous Variation1811.09837v2 · Whitney K. Newey, Sami Stouli2018 · 0 citationsarXiv
Panel Estimation of Taxable Income Elasticities with Heterogeneity and Endogenous Budget Sets2501.00633v1 · Soren Blomquist, Anil Kumar, Whitney K. Newey2024 · 0 citationsarXiv
Conditional Influence Functions2412.18080v1 · Victor Chernozhukov, Whitney K. Newey, Vasilis Syrgkanis2024 · 0 citationsarXiv
Double/Debiased Machine Learning for Treatment and Causal Parameters1608.00060v7 · Victor Chernozhukov, Denis Chetverikov, Mert Demirer et al.2016 · 48 citationsarXiv
Instrumental variables: A non-asymptotic viewpoint2410.02015v1 · Eric Xia, Martin J. Wainwright, Whitney Newey2024 · 0 citationsarXiv
Adversarial Estimation of Riesz Representers2101.00009v3 · Victor Chernozhukov, Whitney Newey, Rahul Singh et al.2020 · 8 citationsarXiv
Automatic Debiased Machine Learning via Riesz Regression2104.14737v3 · Victor Chernozhukov, Whitney K. Newey, Victor Quintas-Martinez et al.2021 · 10 citationsarXiv
Efficient Bias Correction for Cross-section and Panel Data2207.09943v4 · Jinyong Hahn, David W. Hughes, Guido Kuersteiner et al.2022 · 10 citationsarXiv
Local Identification of Nonparametric and Semiparametric Models1105.3007v4 · Xiaohong Chen, Victor Chernozhukov, Sokbae Lee et al.2011 · 123 citationsEconometrica, Volume82, Issue2, March 2014, Pages 785-809on Valency
Source Condition Double Robust Inference on Functionals of Inverse Problems2307.13793v1 · Andrew Bennett, Nathan Kallus, Xiaojie Mao et al.2023 · 1 citationarXiv
Inference on Strongly Identified Functionals of Weakly Identified Functions2208.08291v3 · Andrew Bennett, Nathan Kallus, Xiaojie Mao et al.2022 · 2 citationsarXiv
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness2302.05404v1 · Andrew Bennett, Nathan Kallus, Xiaojie Mao et al.2023 · 0 citationsarXiv
De-Biased Machine Learning of Global and Local Parameters Using Regularized Riesz Representers1802.08667v6 · Victor Chernozhukov, Whitney Newey, Rahul Singh2018 · 32 citationsarXiv
Automatic Debiased Machine Learning of Causal and Structural Effects1809.05224v5 · Victor Chernozhukov, Whitney K Newey, Rahul Singh2018 · 109 citationsarXiv
A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees2105.15197v3 · Victor Chernozhukov, Whitney K. Newey, Rahul Singh2021 · 20 citationsarXiv
Testing the Drift-Diffusion Model1908.05824v1 · Drew Fudenberg, Whitney K. Newey, Philipp Strack et al.2019 · 71 citationsarXiv
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests2110.03031v3 · Victor Chernozhukov, Whitney K. Newey, Victor Quintas-Martinez et al.2021 · 8 citationsarXiv
Constrained Conditional Moment Restriction Models1509.06311v3 · Victor Chernozhukov, Whitney K. Newey, Andres Santos2015 · 60 citationsarXiv
Heterogeneous Coefficients, Control Variables, and Identification of Multiple Treatment Effects2009.02314v3 · Whitney K. Newey, Sami Stouli2020 · 5 citationsarXiv
The Influence Function of Semiparametric Estimators1508.01378v2 · Hidehiko Ichimura, Whitney K. Newey2015 · 83 citationsarXiv
Locally Robust Semiparametric Estimation1608.00033v4 · Victor Chernozhukov, Juan Carlos Escanciano, Hidehiko Ichimura et al.2016 · 1 citationarXiv
Control Variables, Discrete Instruments, and Identification of Structural Functions1809.05706v2 · Whitney Newey, Sami Stouli2018 · 25 citationsarXiv
Semiparametric Estimation of Structural Functions in Nonseparable Triangular Models1711.02184v3 · Victor Chernozhukov, Iv'an Fern'andez-Val, Whitney Newey et al.2017 · 9 citationsarXiv
Simultaneous Confidence Intervals for High-dimensional Linear Models with Many Endogenous Variables1712.08102v4 · Alexandre Belloni, Christian Hansen, Whitney Newey2017 · 27 citationsarXiv
Nonseparable Multinomial Choice Models in Cross-Section and Panel Data1706.08418v2 · Victor Chernozhukov, Iv'an Fern'andez-Val, Whitney Newey2017 · 15 citationsarXiv
Cross-Fitting and Fast Remainder Rates for Semiparametric Estimation1801.09138v1 · Whitney K. Newey, James R. Robins2018 · 111 citationsarXiv
Nonparametric Identification in Panels using Quantiles1312.4094v3 · Victor Chernozhukov, Ivan Fernandez-Val, Stefan Hoderlein et al.2013 · 64 citationsarXiv
Average and Quantile Effects in Nonseparable Panel Models0904.1990v4 · Victor Chernozhukov, Ivan Fernandez-Val, Jinyong Hahn et al.2009 · 261 citationsEconometrica (2013) 81 (2): 535-580
Alternative Asymptotics and the Partially Linear Model with Many Regressors1505.08120v1 · Matias D. Cattaneo, Michael Jansson, Whitney K. Newey2015 · 71 citationsarXiv
Inference in Linear Regression Models with Many Covariates and Heteroskedasticity1507.02493v2 · Matias D. Cattaneo, Michael Jansson, Whitney K. Newey2015 · 52 citationsarXiv
Double/Debiased/Neyman Machine Learning of Treatment Effects1701.08687v1 · Victor Chernozhukov, Denis Chetverikov, Mert Demirer et al.2017 · 389 citationsarXiv
Estimating exposure effects by modelling the expectation of exposure conditional on confounders.1637973 · Robins, J M, Mark, S D, Newey, W K1992 · 395 citationsBiometrics. 1992;48(2):479-95
Career total: 299 works. 42 are in this corpus.Showing the 41 most recent.
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