Denis Chetverikov
Denis Chetverikov
Associate Professor, Department of Economics, UCLA
Verifierad e-postadress på econ.ucla.edu - Startsida
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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
9312018
Gaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors
V Chernozhukov, D Chetverikov, K Kato
The Annals of Statistics 41 (6), 2786-2819, 2013
3862013
Gaussian approximation of suprema of empirical processes
V Chernozhukov, D Chetverikov, K Kato
The Annals of Statistics 42 (4), 1564-1597, 2014
2252014
Central limit theorems and bootstrap in high dimensions
V Chernozhukov, D Chetverikov, K Kato
The Annals of Probability 45 (4), 2309-2352, 2017
2182017
Comparison and anti-concentration bounds for maxima of Gaussian random vectors
V Chernozhukov, D Chetverikov, K Kato
Probability Theory and Related Fields 162 (1), 47-70, 2015
1802015
Double/debiased/neyman machine learning of treatment effects
V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ...
American Economic Review 107 (5), 261-65, 2017
1702017
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
1512015
Anti-concentration and honest, adaptive confidence bands
V Chernozhukov, D Chetverikov, K Kato
The Annals of Statistics 42 (5), 1787-1818, 2014
1332014
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
131*2019
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
1192019
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
1002016
On cross-validated lasso in high dimensions
D Chetverikov, Z Liao, V Chernozhukov
The Annals of Statistics 49 (3), 1300-1317, 2021
752021
Adaptive tests of conditional moment inequalities
D Chetverikov
Econometric Theory 34 (1), 186-227, 2018
702018
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
642018
Testing regression monotonicity in econometric models
D Chetverikov
Econometric Theory 35 (4), 729-776, 2019
582019
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
502016
The econometrics of shape restrictions
D Chetverikov, A Santos, AM Shaikh
Annual Review of Economics 10, 31-63, 2018
442018
High-dimensional econometrics and regularized GMM
A Belloni, V Chernozhukov, D Chetverikov, C Hansen, K Kato
arXiv preprint arXiv:1806.01888, 2018
442018
Nonparametric instrumental variable estimation under monotonicity
D Chetverikov, D Wilhelm
Econometrica 85 (4), 1303-1320, 2017
362017
Double/debiased machine learning for treatment and causal parameters
V Chernozhukov, D Chetverikov, M Demirer, E Duflo, C Hansen, ...
arXiv. org Papers, 2017
292017
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Artiklar 1–20