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Denis Chetverikov
Denis Chetverikov
Professor, Department of Economics, UCLA
econ.ucla.edu의 이메일 확인됨 - 홈페이지
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Double/debiased machine learning for treatment and structural parameters
V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ...
The econometrics journal 21 (1), C1-C68, 2018
28742018
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors
V Chernozhukov, D Chetverikov, K Kato
5702013
Double/debiased/neyman machine learning of treatment effects
V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ...
American Economic Review 107 (5), 261-265, 2017
5662017
Gaussian approximation of suprema of empirical processes
V Chernozhukov, D Chetverikov, K Kato
3832014
Central limit theorems and bootstrap in high dimensions
V Chernozhukov, D Chetverikov, K Kato
3712017
Comparison and anti-concentration bounds for maxima of Gaussian random vectors
V Chernozhukov, D Chetverikov, K Kato
Probability Theory and Related Fields 162, 47-70, 2015
2672015
Some new asymptotic theory for least squares series: Pointwise and uniform results
A Belloni, V Chernozhukov, D Chetverikov, K Kato
Journal of Econometrics 186 (2), 345-366, 2015
2642015
Inference on causal and structural parameters using many moment inequalities
V Chernozhukov, D Chetverikov, K Kato
The Review of Economic Studies 86 (5), 1867-1900, 2019
191*2019
Anti-concentration and honest, adaptive confidence bands
V Chernozhukov, D Chetverikov, K Kato
1862014
Conditional quantile processes based on series or many regressors
A Belloni, V Chernozhukov, D Chetverikov, I Fernández-Val
Journal of Econometrics 213 (1), 4-29, 2019
1712019
IV quantile regression for group‐level treatments, with an application to the distributional effects of trade
D Chetverikov, B Larsen, C Palmer
Econometrica 84 (2), 809-833, 2016
1462016
On cross-validated lasso in high dimensions
D Chetverikov, Z Liao, V Chernozhukov
The Annals of Statistics 49 (3), 1300-1317, 2021
1412021
Improved central limit theorem and bootstrap approximations in high dimensions
V Chernozhuokov, D Chetverikov, K Kato, Y Koike
The Annals of Statistics 50 (5), 2562-2586, 2022
962022
Uniformly valid post-regularization confidence regions for many functional parameters in z-estimation framework
A Belloni, V Chernozhukov, D Chetverikov, Y Wei
Annals of statistics 46 (6B), 3643, 2018
892018
High-dimensional econometrics and regularized GMM
A Belloni, V Chernozhukov, D Chetverikov, C Hansen, K Kato
arXiv preprint arXiv:1806.01888, 2018
822018
Adaptive test of conditional moment inequalities
D Chetverikov
arXiv preprint arXiv:1201.0167, 2011
81*2011
The econometrics of shape restrictions
D Chetverikov, A Santos, AM Shaikh
Annual Review of Economics 10 (1), 31-63, 2018
772018
Empirical and multiplier bootstraps for suprema of empirical processes of increasing complexity, and related Gaussian couplings
V Chernozhukov, D Chetverikov, K Kato
Stochastic Processes and their Applications 126 (12), 3632-3651, 2016
762016
Testing regression monotonicity in econometric models
D Chetverikov
Econometric Theory 35 (4), 729-776, 2019
692019
Double/debiased machine learning for treatment and causal parameters
V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ...
arXiv. org Papers, 2017
562017
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