Victor Chernozhukov : Citation Profile

Are you Victor Chernozhukov?

Massachusetts Institute of Technology (MIT) (75% share)
New Economic School (NES) (25% share)

31

H index

58

i10 index

4212

Citations

RESEARCH PRODUCTION:

58

Articles

232

Papers

EDITOR:

2

Series edited

RESEARCH ACTIVITY:

   19 years (2001 - 2020). See details.
   Cites by year: 221
   Journals where Victor Chernozhukov has often published
   Relations with other researchers
   Recent citing documents: 804.    Total self citations: 158 (3.62 %)

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   Permalink: http://citec.repec.org/pch864
   Updated: 2020-11-21    RAS profile: 2020-11-18    
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Relations with other researchers

Works with:

Fernandez-Val, Ivan (33)

Galichon, Alfred (10)

Melly, Blaise (8)

Zhu, Yinchu (7)

Wüthrich, Kaspar (6)

Chen, Mingli (6)

Kowalski, Amanda (5)

Hallin, Marc (5)

Stouli, Sami (4)

Henry, Marc (4)

Escanciano, Juan Carlos (3)

Vella, Francis (3)

Liao, Yuan (3)

Weidner, Martin (3)

Acemoglu, Daron (2)

Spindler, Martin (2)

Nekipelov, Denis (2)

Newey, Whitney (2)

Molinari, Francesca (2)

Härdle, Wolfgang (2)

Hortacsu, Ali (2)

Duflo, Esther (2)

Han, Sukjin (2)

Authors registered in RePEc who have co-authored more than one work in the last five years with Victor Chernozhukov.

Is cited by:

Chen, Xiaohong (68)

Lechner, Michael (55)

Lee, Sokbae (Simon) (52)

Knaus, Michael (46)

MULLER, Christophe (37)

LINTON, OLIVER (36)

Kim, Tae-Hwan (36)

Kaplan, David (34)

Strittmatter, Anthony (33)

Rosen, Adam (33)

Lamarche, Carlos (33)

Cites to:

Fernandez-Val, Ivan (64)

Newey, Whitney (59)

Hansen, Christian (59)

Andrews, Donald (42)

Imbens, Guido (42)

Chen, Xiaohong (41)

Angrist, Joshua (29)

Galichon, Alfred (26)

Pötscher, Benedikt (24)

Leeb, Hannes (24)

Lee, Sokbae (Simon) (23)

Main data

Where Victor Chernozhukov has published?

Journals with more than one article published# docs
Journal of Econometrics10
Econometrica9
Journal of the American Statistical Association3
Review of Economic Studies3
Biometrika3
Econometrica3
Annual Review of Economics2
Economic Theory2
Economics Letters2
Quantitative Economics2
Econometrics Journal2
Stata Journal2
Journal of Business & Economic Statistics2
AEA Papers and Proceedings2
American Economic Review2

Working Papers Series with more than one paper published# docs
CeMMAP working papers / Centre for Microdata Methods and Practice, Institute for Fiscal Studies115
Papers / arXiv.org74
Boston University - Department of Economics - Working Papers Series / Boston University - Department of Economics6
Sciences Po publications / Sciences Po6
Cowles Foundation Discussion Papers / Cowles Foundation for Research in Economics, Yale University4
Econometric Society 2004 North American Winter Meetings / Econometric Society3
Working Papers / HAL2

Recent works citing Victor Chernozhukov (2020 and 2019)

YearTitle of citing document
2020Tree-based Synthetic Control Methods: Consequences of moving the US Embassy. (2020). Muhlbach, Nicolaj N. In: CREATES Research Papers. RePEc:aah:create:2020-04.

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2020Semiparametric Estimation of Dynamic Binary Choice Panel Data Models. (2020). Yang, Thomas Tao ; Ouyang, FU. In: ANU Working Papers in Economics and Econometrics. RePEc:acb:cbeeco:2020-671.

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2019Relevant moment selection under mixed identification strength. (2019). Dovonon, Prosper ; Doko Tchatoka, Firmin ; Aguessy, Michael. In: School of Economics Working Papers. RePEc:adl:wpaper:2019-04.

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2020Quality-Adjusted House Price Indexes. (2020). Smith, Patrick S ; Nowak, Adam D. In: American Economic Review: Insights. RePEc:aea:aerins:v:2:y:2020:i:3:p:339-56.

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2019The Identification Zoo: Meanings of Identification in Econometrics. (2019). Lewbel, Arthur. In: Journal of Economic Literature. RePEc:aea:jeclit:v:57:y:2019:i:4:p:835-903.

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2020An Economists Guide to Epidemiology Models of Infectious Disease. (2020). Ellison, Sara Fisher ; Clark, Adam ; Bossert, William ; Avery, Christopher. In: Journal of Economic Perspectives. RePEc:aea:jecper:v:34:y:2020:i:4:p:79-104.

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2020Genetically Modified Rootworm-Resistant Corn, Risk, and Weather: Evidence from High Dimensional Methods. (2020). Rejesus, Roderick ; Goodwin, Barry K ; Aglasan, Serkan. In: 2020 Annual Meeting, July 26-28, Kansas City, Missouri. RePEc:ags:aaea20:305181.

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2019Linear Quantile Regression and Endogeneity Correction. (2019). MULLER, Christophe. In: AMSE Working Papers. RePEc:aim:wpaimx:1920.

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2020The Impact of Infrastructure Investments on Income Inequality: Evidence from US States. (2020). Pintus, Patrick ; Peters, Sanjay ; Hooper, Emma. In: AMSE Working Papers. RePEc:aim:wpaimx:2019.

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2020Convergence of the risk for nonparametric IV quantile regression and nonparametric IV regression with full independence. (2015). Dunker, Fabian. In: Papers. RePEc:arx:papers:1511.03977.

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2020Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index. (2016). Chetty, Raj ; Athey, Susan ; Kang, Hyunseung ; Imbens, Guido. In: Papers. RePEc:arx:papers:1603.09326.

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2019Honest confidence sets in nonparametric IV regression and other ill-posed models. (2019). Babii, Andrii. In: Papers. RePEc:arx:papers:1611.03015.

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2020Are unobservables separable?. (2020). FLORENS, Jean-Pierre ; Babii, Andrii. In: Papers. RePEc:arx:papers:1705.01654.

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2020Is completeness necessary? Estimation in nonidentified linear models. (2020). Babii, Andrii ; FLORENS, Jean-Pierre. In: Papers. RePEc:arx:papers:1709.03473.

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2020Quasi-Oracle Estimation of Heterogeneous Treatment Effects. (2019). Wager, Stefan ; Nie, Xinkun. In: Papers. RePEc:arx:papers:1712.04912.

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2019A nonparametric copula approach to conditional Value-at-Risk. (2019). Dunn, Richard ; Geenens, Gery. In: Papers. RePEc:arx:papers:1712.05527.

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2020Towards a General Large Sample Theory for Regularized Estimators. (2019). Jansson, Michael ; Pouzo, Demian. In: Papers. RePEc:arx:papers:1712.07248.

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2019Machine Learning for Set-Identified Linear Models. (2018). Semenova, Vira. In: Papers. RePEc:arx:papers:1712.10024.

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2020Nonseparable Sample Selection Models with Censored Selection Rules. (2018). Vella, Francis ; van Vuuren, Aico ; Fern, Iv'An. In: Papers. RePEc:arx:papers:1801.08961.

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2019Kernel Estimation for Panel Data with Heterogeneous Dynamics. (2019). Okui, Ryo ; Yanagi, Takahide. In: Papers. RePEc:arx:papers:1802.08825.

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2020Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment. (2018). Sant'Anna, Pedro ; Callaway, Brantly. In: Papers. RePEc:arx:papers:1803.09015.

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2020Generalized Laplace Inference in Multiple Change-Points Models. (2018). Perron, Pierre ; Casini, Alessandro. In: Papers. RePEc:arx:papers:1803.10871.

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2020Continuous Record Laplace-based Inference about the Break Date in Structural Change Models. (2019). Perron, Pierre ; Casini, Alessandro. In: Papers. RePEc:arx:papers:1804.00232.

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2020Varying Random Coefficient Models. (2019). hoderlein, stefan ; Breunig, Christoph. In: Papers. RePEc:arx:papers:1804.03110.

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2019Large Sample Properties of Partitioning-Based Series Estimators. (2019). Cattaneo, Matias ; Feng, Yingjie ; Farrell, Max H. In: Papers. RePEc:arx:papers:1804.04916.

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2020Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects. (2018). Sun, Liyang ; Abraham, Sarah. In: Papers. RePEc:arx:papers:1804.05785.

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2020Improving Value-at-Risk prediction under model uncertainty. (2018). Yao, Jianfeng ; Yang, Shuzhen. In: Papers. RePEc:arx:papers:1805.03890.

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2019Learning non-smooth models: instrumental variable quantile regressions and related problems. (2019). Zhu, Yinchu. In: Papers. RePEc:arx:papers:1805.06855.

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2019Identification in Nonparametric Models for Dynamic Treatment Effects. (2019). Han, Sukjin. In: Papers. RePEc:arx:papers:1805.09397.

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2019A Double Machine Learning Approach to Estimate the Effects of Musical Practice on Students Skills. (2019). Knaus, Michael. In: Papers. RePEc:arx:papers:1805.10300.

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2020Ill-posed Estimation in High-Dimensional Models with Instrumental Variables. (2018). Simoni, Anna ; Mammen, Enno ; Breunig, Christoph. In: Papers. RePEc:arx:papers:1806.00666.

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2019Orthogonal Random Forest for Causal Inference. (2019). Syrgkanis, Vasilis ; Wu, Zhiwei Steven ; Oprescu, Miruna. In: Papers. RePEc:arx:papers:1806.03467.

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2019The Role of the Propensity Score in Fixed Effect Models. (2019). Arkhangelsky, Dmitry ; Imbens, Guido. In: Papers. RePEc:arx:papers:1807.02099.

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2020Minimizing Sensitivity to Model Misspecification. (2018). Weidner, Martin ; Bonhomme, Stéphane. In: Papers. RePEc:arx:papers:1807.02161.

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2020On the Unbiased Asymptotic Normality of Quantile Regression with Fixed Effects. (2018). Volgushev, Stanislav ; Galvao, Antonio F. In: Papers. RePEc:arx:papers:1807.11863.

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2020Efficient Difference-in-Differences Estimation with High-Dimensional Common Trend Confounding. (2019). Zimmert, Michael. In: Papers. RePEc:arx:papers:1809.01643.

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2019Control Variables, Discrete Instruments, and Identification of Structural Functions. (2018). Stouli, Sami ; Newey, Whitney. In: Papers. RePEc:arx:papers:1809.05706.

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2019Deep Neural Networks for Estimation and Inference. (2019). Misra, Sanjog ; Liang, Tengyuan ; Farrell, Max H. In: Papers. RePEc:arx:papers:1809.09953.

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2020Nonparametric Estimation and Identification in Non-Separable Models Using Panel Data. (2018). Deaner, Ben. In: Papers. RePEc:arx:papers:1810.00283.

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2020Nonparametric Regression with Selectively Missing Covariates. (2018). Haan, Peter ; Breunig, Christoph. In: Papers. RePEc:arx:papers:1810.00411.

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2020A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands. (2018). Sloczy, Tymon. In: Papers. RePEc:arx:papers:1810.01576.

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2020On LASSO for Predictive Regression. (2018). Lee, Ji Hyung ; Gao, Zhan ; Shi, Zhentao ; Hyung, JI. In: Papers. RePEc:arx:papers:1810.03140.

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2019Simple Inference on Functionals of Set-Identified Parameters Defined by Linear Moments. (2019). Russell, Thomas M. In: Papers. RePEc:arx:papers:1810.03180.

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2020Prices, Profits, and Production: Identification and Counterfactuals. (2019). Kashaev, Nail ; Aguiar, Victor ; Allen, Roy. In: Papers. RePEc:arx:papers:1810.04697.

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2020Stochastic Revealed Preferences with Measurement Error. (2018). Kashaev, Nail ; Aguiar, Victor. In: Papers. RePEc:arx:papers:1810.05287.

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2020Treatment Effect Models with Strategic Interaction in Treatment Decisions. (2019). Yanagi, Takahide ; Hoshino, Tadao. In: Papers. RePEc:arx:papers:1810.08350.

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2019Robust Inference Using Inverse Probability Weighting. (2019). Wang, Jingshen ; Ma, Xinwei. In: Papers. RePEc:arx:papers:1810.11397.

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2020The Augmented Synthetic Control Method. (2018). Rothstein, Jesse ; Feller, Avi ; Ben-Michael, Eli. In: Papers. RePEc:arx:papers:1811.04170.

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2020Complete Subset Averaging with Many Instruments. (2019). Shin, Youngki ; Lee, Seojeong. In: Papers. RePEc:arx:papers:1811.08083.

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2020Doubly Robust Difference-in-Differences Estimators. (2019). Sant'Anna, Pedro ; Zhao, Jun B. In: Papers. RePEc:arx:papers:1812.01723.

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2019What Is the Value Added by Using Causal Machine Learning Methods in a Welfare Experiment Evaluation?. (2019). Strittmatter, Anthony. In: Papers. RePEc:arx:papers:1812.06533.

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2019Many Average Partial Effects: with An Application to Text Regression. (2019). CHIANG, HAROLD. In: Papers. RePEc:arx:papers:1812.09397.

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2019Modified Causal Forests for Estimating Heterogeneous Causal Effects. (2019). Lechner, Michael. In: Papers. RePEc:arx:papers:1812.09487.

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2019Semiparametric Difference-in-Differences with Potentially Many Control Variables. (2019). Chang, Neng-Chieh. In: Papers. RePEc:arx:papers:1812.10846.

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2020Decentralization Estimators for Instrumental Variable Quantile Regression Models. (2019). Wüthrich, Kaspar ; Kaido, Hiroaki ; Wuthrich, Kaspar. In: Papers. RePEc:arx:papers:1812.10925.

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2019Non-Parametric Inference Adaptive to Intrinsic Dimension. (2019). Lewis, Gregory ; Syrgkanis, Vasilis ; Khosravi, Khashayar. In: Papers. RePEc:arx:papers:1901.03719.

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2019Inference on Functionals under First Order Degeneracy. (2019). Fang, Zheng ; Chen, Qihui. In: Papers. RePEc:arx:papers:1901.04861.

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2019lassopack: Model selection and prediction with regularized regression in Stata. (2019). Schaffer, Mark ; Ahrens, Achim ; Hansen, Christian B. In: Papers. RePEc:arx:papers:1901.05397.

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2020Orthogonal Statistical Learning. (2019). Syrgkanis, Vasilis ; Foster, Dylan J. In: Papers. RePEc:arx:papers:1901.09036.

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2020A Sieve-SMM Estimator for Dynamic Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1902.01456.

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2019Estimation and Inference for Synthetic Control Methods with Spillover Effects. (2019). Cao, Jianfei ; Dowd, Connor. In: Papers. RePEc:arx:papers:1902.07343.

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2019On Binscatter. (2019). Crump, Richard ; Cattaneo, Matias ; Feng, Yingjie ; Farrell, Max H. In: Papers. RePEc:arx:papers:1902.09608.

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2019Penalized Sieve GEL for Weighted Average Derivatives of Nonparametric Quantile IV Regressions. (2019). Chen, Xiaohong ; Powell, James L ; Pouzo, Demian. In: Papers. RePEc:arx:papers:1902.10100.

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2019Granger Causality Testing in High-Dimensional VARs: a Post-Double-Selection Procedure. (2019). Smeekes, Stephan ; Margaritella, Luca ; Hecq, Alain. In: Papers. RePEc:arx:papers:1902.10991.

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2019Heterogeneous Impact of the Minimum Wage: Implications for Changes in Between- and Within-group Inequality. (2019). Yamada, Ken ; Oka, Tatsushi. In: Papers. RePEc:arx:papers:1903.03925.

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2019State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction. (2019). Poulos, Jason. In: Papers. RePEc:arx:papers:1903.08028.

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2019Machine Learning Methods Economists Should Know About. (2019). Athey, Susan ; Imbens, Guido. In: Papers. RePEc:arx:papers:1903.10075.

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2019Post-Selection Inference in Three-Dimensional Panel Data. (2019). Rodrigue, Joel ; CHIANG, HAROLD ; Sasaki, Yuya. In: Papers. RePEc:arx:papers:1904.00211.

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2020Dynamically optimal treatment allocation using Reinforcement Learning. (2019). Schilter, Claudio ; Geiecke, Friedrich ; Adusumilli, Karun. In: Papers. RePEc:arx:papers:1904.01047.

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2020Identification and Estimation of Nonseparable Models with Multivalued Endogeneity and a Binary Instrument. (2019). Feng, Junlong. In: Papers. RePEc:arx:papers:1904.01159.

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2019Synthetic learner: model-free inference on treatments over time. (2019). Bradic, Jelena ; Viviano, Davide. In: Papers. RePEc:arx:papers:1904.01490.

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2019Distribution Regression in Duration Analysis: an Application to Unemployment Spells. (2019). Sant'Anna, Pedro ; Garcia-Suaza, Andres ; Delgado, Miguel A. In: Papers. RePEc:arx:papers:1904.06185.

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2020Exact Testing of Many Moment Inequalities Against Multiple Violations. (2019). Bekker, Paul ; Koning, Nick. In: Papers. RePEc:arx:papers:1904.12775.

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2019Boosting the Hodrick-Prescott Filter. (2019). Phillips, Peter ; Shi, Zhentao ; PEter, . In: Papers. RePEc:arx:papers:1905.00175.

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2019Sparsity Double Robust Inference of Average Treatment Effects. (2019). Zhu, Yinchu ; Wager, Stefan ; Bradic, Jelena. In: Papers. RePEc:arx:papers:1905.00744.

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2020On the Properties of the Synthetic Control Estimator with Many Periods and Many Controls. (2019). Ferman, Bruno. In: Papers. RePEc:arx:papers:1906.06665.

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2020Forecasting the US GDP Components in the short run. (2019). Celov, Dmitrij ; Jokubaitis, Saulius. In: Papers. RePEc:arx:papers:1906.07992.

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2019From Local to Global: External Validity in a Fertility Natural Experiment. (2019). Dehejia, Rajeev ; Samii, Cyrus ; Pop-Eleches, Cristian. In: Papers. RePEc:arx:papers:1906.08096.

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2020Policy Targeting under Network Interference. (2019). Viviano, Davide. In: Papers. RePEc:arx:papers:1906.10258.

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2019Relaxing the Exclusion Restriction in Shift-Share Instrumental Variable Estimation. (2019). Apfel, Nicolas. In: Papers. RePEc:arx:papers:1907.00222.

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2020Random Forest Estimation of the Ordered Choice Model. (2019). Lechner, Michael ; Okasa, Gabriel. In: Papers. RePEc:arx:papers:1907.02436.

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2020Testing for Sample Selection. (2019). Gutknecht, Daniel ; Corradi, Valentina. In: Papers. RePEc:arx:papers:1907.07412.

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2019Detecting Identification Failure in Moment Condition Models. (2019). Forneron, Jean-Jacques. In: Papers. RePEc:arx:papers:1907.13093.

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2019Heterogeneous Endogenous Effects in Networks. (2019). Peng, Sida. In: Papers. RePEc:arx:papers:1908.00663.

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2020Estimation of Conditional Average Treatment Effects with High-Dimensional Data. (2019). Lieli, Robert ; Zhang, Yichong ; Hsu, Yu-Chin ; Fan, Qingliang. In: Papers. RePEc:arx:papers:1908.02399.

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2019Critical Decisions for Asset Allocation via Penalized Quantile Regression. (2019). Bonaccolto, Giovanni. In: Papers. RePEc:arx:papers:1908.04697.

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2019On rank estimators in increasing dimensions. (2019). Zhou, Xiao-Hua ; Li, Wei ; Han, Fang ; Fan, Yanqin. In: Papers. RePEc:arx:papers:1908.05255.

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2019Nonparametric Identification of First-Price Auction with Unobserved Competition: A Density Discontinuity Framework. (2019). Luo, Yao ; Guerre, Emmanuel. In: Papers. RePEc:arx:papers:1908.05476.

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2019Testing the Drift-Diffusion Model. (2019). Strzalecki, Tomasz ; Fudenberg, Drew ; Strack, Philipp ; Newey, Whitney K. In: Papers. RePEc:arx:papers:1908.05824.

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2019Forward-Selected Panel Data Approach for Program Evaluation. (2019). Huang, Jingyi ; Shi, Zhentao. In: Papers. RePEc:arx:papers:1908.05894.

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2019Nonparametric estimation of causal heterogeneity under high-dimensional confounding. (2019). Lechner, Michael ; Zimmert, Michael. In: Papers. RePEc:arx:papers:1908.08779.

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2020Theory of Weak Identification in Semiparametric Models. (2019). Kaji, Tetsuya. In: Papers. RePEc:arx:papers:1908.10478.

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2020Testing nonparametric shape restrictions. (2019). Hidalgo, Javier ; Komarova, Tatiana. In: Papers. RePEc:arx:papers:1909.01675.

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2020Multiway Cluster Robust Double/Debiased Machine Learning. (2019). Sasaki, Yuya ; Ma, Yukun ; Kato, Kengo ; Chiang, Harold D. In: Papers. RePEc:arx:papers:1909.03489.

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2020Tree-based Control Methods: Consequences of Moving the US Embassy. (2019). Muhlbach, Nicolaj Norgaard. In: Papers. RePEc:arx:papers:1909.03968.

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2020Matching Estimators with Few Treated and Many Control Observations. (2019). Ferman, Bruno. In: Papers. RePEc:arx:papers:1909.05093.

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2020De-biased Machine Learning for Compliers. (2019). Sun, Liyang ; Singh, Rahul. In: Papers. RePEc:arx:papers:1909.05244.

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2019Double-Robust Identification for Causal Panel Data Models. (2019). Arkhangelsky, Dmitry ; Imbens, Guido W. In: Papers. RePEc:arx:papers:1909.09412.

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2019Specification Testing in Nonparametric Instrumental Quantile Regression. (2019). Breunig, Christoph. In: Papers. RePEc:arx:papers:1909.10129.

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2020Inference in Nonparametric Series Estimation with Specification Searches for the Number of Series Terms. (2019). Kang, Byunghoon. In: Papers. RePEc:arx:papers:1909.12162.

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2019Monotonicity-Constrained Nonparametric Estimation and Inference for First-Price Auctions. (2019). Marmer, Vadim ; Xu, Pai ; Shneyerov, Artyom. In: Papers. RePEc:arx:papers:1909.12974.

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More than 100 citations found, this list is not complete...

Victor Chernozhukov is editor of

Journal
Econometrics Journal
Econometrics Journal

Works by Victor Chernozhukov:

YearTitleTypeCited
2015Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments In: American Economic Review.
[Full Text][Citation analysis]		article31
2015Post-Selection and Post-Regularization Inference in Linear Models with Many Controls and Instruments.(2015) In: Papers.
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This paper has another version. Agregated cites: 31		paper
2015Post-selection and post-regularization inference in linear models with many controls and instruments.(2015) In: CeMMAP working papers.
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This paper has another version. Agregated cites: 31		paper
2017Double/Debiased/Neyman Machine Learning of Treatment Effects In: American Economic Review.
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2019The Impact of Big Data on Firm Performance: An Empirical Investigation In: AEA Papers and Proceedings.
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2018The Impact of Big Data on Firm Performance: An Empirical Investigation.(2018) In: NBER Working Papers.
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This paper has another version. Agregated cites: 7		paper
2019Mastering Panel Metrics: Causal Impact of Democracy on Growth In: AEA Papers and Proceedings.
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2019Mastering Panel Metrics: Causal Impact of Democracy on Growth.(2019) In: Papers.
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This paper has another version. Agregated cites: 0		paper
2019Mastering Panel Metrics: Causal Impact of Democracy on Growth.(2019) In: CeMMAP working papers.
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This paper has another version. Agregated cites: 0		paper
2014High-Dimensional Methods and Inference on Structural and Treatment Effects In: Journal of Economic Perspectives.
[Full Text][Citation analysis]		article109
2013High dimensional methods and inference on structural and treatment effects.(2013) In: CeMMAP working papers.
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This paper has another version. Agregated cites: 109		paper
2016Quantile Graphical Models : Prediction and Conditional Independence with Applications to Financial Risk Management In: Economic Research Papers.
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2016Quantile Graphical Models: Prediction and Conditional Independence with Applications to Financial Risk Management.(2016) In: The Warwick Economics Research Paper Series (TWERPS).
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